Table of Contents

• Table of Contents
• Introduction
• The MCS problem
• The test script
• GitLab’s official suggestion and why it falls short
• How GNOME currently handles this
• Exploring libkrun
• Firecracker and the custom executor path
• What comes next

Introduction

GNOME’s GitLab runners use Podman as the container runtime with SELinux in Enforcing mode on Fedora. The GitLab Runner Docker/Podman executor spawns multiple containers per job: a helper container that clones the repository and handles artifacts, and a build container that runs the actual CI script. Both containers need to share a /builds volume — and this is where SELinux’s Multi-Category Security (MCS) becomes a problem.

The MCS problem

An SELinux label has four fields: user:role:type:level. For containers the interesting part is the level, also called the MCS field. A level looks like s0:c123,c456 — s0 is the sensitivity (always s0 in targeted policy), and c123,c456 are the categories. A process or file can carry up to two categories.

MCS access is based on dominance. A subject’s label dominates an object’s label if the subject’s categories are a superset of (or equal to) the object’s categories:

How this applies to the runners:

• Container A runs as container_t:s0:c100,c100 — it can only access objects labeled s0:c100,c100 (or s0:c100, or s0)
• Container B runs as container_t:s0:c200,c200 — it can only access objects labeled s0:c200,c200 (or s0:c200, or s0)
• Container A cannot access Container B’s files — c100,c100 doesn’t dominate c200,c200
• Overlay layers labeled s0 (no categories) — accessible by all containers since every category set dominates the empty set
• Podman at container_runtime_t:s0-s0:c0.c1023 — the full range means it dominates every possible category combination, so it can manage all containers

The range syntax (s0-s0:c0.c1023) is used for processes that need to operate across multiple levels. It means “my low clearance is s0 and my high clearance is s0:c0.c1023.” The process can read objects at any level within that range and create objects at any level within it. This is why Podman needs the full range — it creates containers with different MCS labels and needs to access all of them.

When Podman starts a container, it picks a random pair of categories (e.g., s0:c512,c768) from within its allowed range and assigns that as the container’s process label. Files created by the container inherit that label. Another container gets a different random pair (e.g., s0:c33,c901). Since c512,c768 and c33,c901 do not match — neither is a superset of the other — SELinux denies cross-container file access. This is the isolation mechanism, and the root cause of the problem with GitLab Runner’s multi-container-per-job architecture.

The helper container gets one random MCS pair, writes the cloned repo to /builds labeled with that pair, and the build container gets a different pair. The build container cannot read or write those files. The :Z volume flag (exclusive relabel) relabels the volume to the mounting container’s category, but that only helps the first container — the second one still has a different label.

The test script

I wrote a script that demonstrates the problem with both standard containers (crun) and microVMs (libkrun). The script creates two containers per test — a helper that writes a file to a shared /builds volume, and a build container that tries to read it — simulating the GitLab Runner workflow:

#!/bin/bash
# Description: SELinux MCS Diagnostic (crun vs krun)

if [ "$(getenforce)" != "Enforcing" ]; then
 echo "WARNING: SELinux is not in Enforcing mode. This test requires Enforcing mode."
 exit 1
fi

TEST_BASE="/tmp/gitlab-runner-mcs-test"
CRUN_DIR="$TEST_BASE/crun-builds"
KRUN_DIR="$TEST_BASE/krun-builds"

# Cleanup from previous runs
rm -rf "$TEST_BASE"
mkdir -p "$CRUN_DIR" "$KRUN_DIR"

echo "======================================================="
echo " TEST 1: Standard Container Isolation (crun)"
echo "======================================================="

# 1. CREATE Helper
podman create --name crun-helper -v "$CRUN_DIR:/builds:Z" fedora bash -c "
 echo '[crun] -> Helper Process Context (Inside):'
 cat /proc/self/attr/current
 echo 'crun-data' > /builds/artifact.txt
 echo '[crun] -> File Label INSIDE Helper:'
 ls -Z /builds/artifact.txt
" > /dev/null

echo "[crun] Starting Helper Container (applying :Z relabel)..."
HELPER_HOST_LABEL_CRUN=$(podman inspect -f '{{.ProcessLabel}}' crun-helper)
echo "[crun] -> HOST METADATA: Podman assigned process label: $HELPER_HOST_LABEL_CRUN"
podman start -a crun-helper

echo ""
echo "[crun] -> File Label ON HOST (Notice the specific MCS category):"
ls -Z "$CRUN_DIR/artifact.txt"

# 2. CREATE Build Container (The Victim)
podman create --name crun-build -v "$CRUN_DIR:/builds" fedora bash -c "
 echo ' [Build-Internal] Process Context:'
 cat /proc/self/attr/current 2>/dev/null
 echo ' [Build-Internal] Executing ls -laZ /builds :'
 ls -laZ /builds 2>&1 | sed 's/^/ /'
 echo ' [Build-Internal] Executing cat /builds/artifact.txt :'
 cat /builds/artifact.txt 2>&1 | sed 's/^/ /'
" > /dev/null

echo ""
echo "[crun] Starting Build Container to inspect shared volume..."
BUILD_HOST_LABEL_CRUN=$(podman inspect -f '{{.ProcessLabel}}' crun-build)
echo "[crun] -> HOST METADATA: Podman assigned process label: $BUILD_HOST_LABEL_CRUN"
podman start -a crun-build

podman rm -f crun-helper crun-build > /dev/null


echo ""
echo "======================================================="
echo " TEST 2: MicroVM Isolation (libkrun / virtio-fs) FIXED"
echo "======================================================="

# --- Write the execution scripts to the host to avoid parsing errors ---
cat << 'EOF' > "$TEST_BASE/krun_helper.sh"
#!/bin/bash
echo '[krun] -> Helper Process Context (Inside VM):'
cat /proc/self/attr/current 2>/dev/null || echo ' (SELinux disabled/unavailable in guest kernel)'
echo 'krun-data' > /builds/artifact.txt
echo '[krun] -> File Label INSIDE Helper VM (Blindspot):'
ls -laZ /builds/artifact.txt 2>&1 | sed 's/^/ /'
EOF

cat << 'EOF' > "$TEST_BASE/krun_build.sh"
#!/bin/bash
echo ' [Build-Internal] Process Context (Inside VM):'
cat /proc/self/attr/current 2>/dev/null || echo ' (SELinux disabled/unavailable in guest kernel)'
echo ' [Build-Internal] Executing ls -laZ /builds :'
ls -laZ /builds 2>&1 | sed 's/^/ /'
echo ' [Build-Internal] Executing cat /builds/artifact.txt :'
cat /builds/artifact.txt 2>&1 | sed 's/^/ /'
EOF

chmod +x "$TEST_BASE/krun_helper.sh" "$TEST_BASE/krun_build.sh"
# ---------------------------------------------------------------------

# 1. CREATE Helper MicroVM
podman create --name krun-helper --runtime krun --memory=1024m \
 -v "$KRUN_DIR:/builds:Z" \
 -v "$TEST_BASE/krun_helper.sh:/script.sh:ro,Z" \
 fedora /script.sh > /dev/null

echo "[krun] Starting Helper MicroVM (applying :Z relabel)..."
HELPER_HOST_LABEL_KRUN=$(podman inspect -f '{{.ProcessLabel}}' krun-helper)
echo "[krun] -> HOST METADATA: Podman assigned process label: $HELPER_HOST_LABEL_KRUN"
podman start -a krun-helper

echo ""
echo "[krun] -> File Label ON HOST (Podman applied the helper's MCS category via :Z):"
ls -Z "$KRUN_DIR/artifact.txt"

# 2. CREATE Build MicroVM (The Victim)
podman create --name krun-build --runtime krun --memory=1024m \
 -v "$KRUN_DIR:/builds" \
 -v "$TEST_BASE/krun_build.sh:/script.sh:ro,Z" \
 fedora /script.sh > /dev/null

echo ""
echo "[krun] Starting Build MicroVM to inspect shared volume..."
BUILD_HOST_LABEL_KRUN=$(podman inspect -f '{{.ProcessLabel}}' krun-build)
echo "[krun] -> HOST METADATA: Podman assigned process label: $BUILD_HOST_LABEL_KRUN"
echo " *** THE virtiofsd DAEMON ON THE HOST IS TRAPPED IN THIS CONTEXT ***"
podman start -a krun-build

# Cleanup
podman rm -f krun-helper krun-build > /dev/null

echo ""
echo "======================================================="
echo " Test Complete."

Test 1 (crun) creates a helper container that mounts the builds directory with :Z (exclusive relabel) and writes artifact.txt. Podman assigns it a random MCS label — in this run it was s0:c20,c540. The file on disk inherits that label. Then a second container (the build container) mounts the same path without :Z and gets a different random label (s0:c46,c331). Since c46,c331 does not dominate c20,c540, the build container is denied access to the file.

Test 2 (krun) runs the same scenario but with --runtime krun, which boots each container inside a lightweight microVM via libkrun. The helper VM gets container_kvm_t:s0:c823,c999 and the build VM gets container_kvm_t:s0:c309,c405 — same MCS mismatch, same denial. The type changes from container_t to container_kvm_t, but the MCS mechanism is identical. On the host side, virtiofsd — the daemon that serves the volume into the VM via virtio-fs — runs under the MCS label Podman assigned to the VM. The build VM’s virtiofsd is trapped in s0:c309,c405 and cannot access files labeled s0:c823,c999.

An interesting detail: inside the libkrun VMs, cat /proc/self/attr/current returns just kernel — SELinux is not available in the guest. The VM thinks it has no mandatory access control, but the host-side virtiofsd is still fully subject to MCS enforcement. This is a blindspot worth being aware of.

The output from a run on Fedora with SELinux Enforcing and Podman 5.8.2:

=======================================================
TEST 1: Standard Container Isolation (crun)
=======================================================
[crun] Starting Helper Container (applying :Z relabel)...
[crun] -> HOST METADATA: Podman assigned process label: system_u:system_r:container_t:s0:c20,c540
[crun] -> Helper Process Context (Inside):
system_u:system_r:container_t:s0:c20,c540 [crun] -> File Label INSIDE Helper:
system_u:object_r:container_file_t:s0:c20,c540 /builds/artifact.txt
[crun] -> File Label ON HOST (Notice the specific MCS category):
system_u:object_r:container_file_t:s0:c20,c540 /tmp/gitlab-runner-mcs-test/crun-builds/artifact.txt
[crun] Starting Build Container to inspect shared volume...
[crun] -> HOST METADATA: Podman assigned process label: system_u:system_r:container_t:s0:c46,c331
*** COMPARE THE cXXX,cYYY ABOVE TO THE FILE LABEL. THIS MISMATCH CAUSES THE DENIAL ***
[Build-Internal] Process Context:
system_u:system_r:container_t:s0:c46,c331 [Build-Internal] Executing ls -laZ /builds :
ls: cannot open directory '/builds': Permission denied
[Build-Internal] Executing cat /builds/artifact.txt :
cat: /builds/artifact.txt: Permission denied
=======================================================
TEST 2: MicroVM Isolation (libkrun / virtio-fs) FIXED
=======================================================
[krun] Starting Helper MicroVM (applying :Z relabel)...
[krun] -> HOST METADATA: Podman assigned process label: system_u:system_r:container_kvm_t:s0:c823,c999
[krun] -> Helper Process Context (Inside VM):
kernel [krun] -> File Label INSIDE Helper VM (Blindspot):
-rw-r--r--. 1 root root system_u:object_r:container_file_t:s0:c823,c999 10 May 2 2026 /builds/artifact.txt
[krun] -> File Label ON HOST (Podman applied the helper's MCS category via :Z):
system_u:object_r:container_file_t:s0:c823,c999 /tmp/gitlab-runner-mcs-test/krun-builds/artifact.txt
[krun] Starting Build MicroVM to inspect shared volume...
[krun] -> HOST METADATA: Podman assigned process label: system_u:system_r:container_kvm_t:s0:c309,c405
*** THE virtiofsd DAEMON ON THE HOST IS TRAPPED IN THIS CONTEXT ***
[Build-Internal] Process Context (Inside VM):
kernel [Build-Internal] Executing ls -laZ /builds :
ls: /builds: Permission denied
ls: cannot open directory '/builds': Permission denied
[Build-Internal] Executing cat /builds/artifact.txt :
cat: /builds/artifact.txt: Permission denied
=======================================================
Test Complete.

GitLab’s official suggestion and why it falls short

GitLab’s documentation on configuring SELinux MCS suggests applying the same MCS label to all containers launched by a runner:

[[runners]]
 [runners.docker]
 security_opt = ["label=level:s0:c1000,c1000"]

This works — all containers get the same category pair, so the helper and build containers can share files. But it collapses MCS isolation between all concurrent jobs on that runner. With concurrent = 4, four simultaneous jobs all run as s0:c1000,c1000 and can read each other’s /builds content — cloned source code, build artifacts, cached dependencies. On a shared or multi-tenant runner, this is a security regression: it trades MCS isolation for functionality.

For runners with concurrent = 1 or dedicated single-tenant runners this is an acceptable tradeoff, but it does not generalize to shared infrastructure where multiple untrusted projects run side by side.

How GNOME currently handles this

GNOME’s runners are managed via an Ansible role that enforces SELinux in Enforcing mode, installs rootless Podman running as a dedicated podman system user with linger enabled, and deploys custom SELinux policy modules. The Podman service runs under SELinuxContext=system_u:system_r:container_runtime_t:s0-s0:c0.c1023 via a systemd override — the full MCS range (s0-s0:c0.c1023) gives the container runtime the ability to spawn containers at any MCS level and relabel volumes accordingly, as explained in the dominance rules above.

Four custom SELinux .te modules are compiled and loaded on every runner host: pydocuum (allows the image cleanup daemon to talk to the Podman socket), podman (grants user_namespace create and /dev/null mapping), flatpak (permits the filesystem mounts flatpak builds need), and gnome_runner (covers binfmt_misc access, device nodes, and other permissions GNOME OS builds require).

For the MCS problem specifically, the runner config.toml — rendered from a Jinja2 template via per-host Ansible variables — sets a fixed MCS label per runner type. Here’s a representative snippet from one of the runner hosts:

[[runners]]
 name = "a15948139c78"
 executor = "docker"
 [runners.docker]
 image = "quay.io/fedora/fedora:latest"
 privileged = false
 security_opt = ["label=level:s0:c100,c100"]
 devices = ["/dev/kvm", "/dev/udmabuf"]
 cap_add = ["SYS_PTRACE", "SYS_CHROOT"]

[[runners]]
 name = "a15948139c78-flatpak"
 executor = "docker"
 [runners.docker]
 image = "quay.io/gnome_infrastructure/gnome-runtime-images:gnome-master"
 privileged = false
 security_opt = ["seccomp:/home/podman/gitlab-runner/flatpak.seccomp.json", "label=level:s0:c200,c200"]
 cap_drop = ["all"]

This is the same approach GitLab’s documentation suggests, with one refinement: we use different fixed categories per runner type — c100,c100 for untagged runners and c200,c200 for flatpak runners — so that flatpak builds and regular builds remain MCS-isolated from each other, even though builds of the same type share a category.

This is a pragmatic compromise, not an ideal solution. All concurrent jobs on the same runner type share the same MCS category. With concurrent: 4 on our Hetzner runners, four simultaneous untagged jobs can read each other’s /builds content. For GNOME’s use case — a community CI infrastructure where the runners are shared by GNOME project maintainers — this is an acceptable tradeoff. The alternative, leaving MCS labels random, would break every single job. But it is precisely this tradeoff that motivates exploring per-job VM isolation via microVMs.

Exploring libkrun

libkrun is a lightweight Virtual Machine Monitor (VMM) that integrates with Podman via --runtime krun, running each container inside a microVM with its own lightweight kernel. The appeal is strong: per-container VM isolation would give each job its own kernel and address space, making the MCS cross-container problem irrelevant inside the VM.

I tested libkrun on a Fedora system and hit an immediate blocker: Fatal glibc error: rseq registration failed. The rseq (Restartable Sequences) syscall was introduced in Linux kernel 5.3 and is required by glibc >= 2.35. libkrun uses a custom minimal kernel that does not expose rseq support. Since the guest images — Fedora in our case — ship modern glibc that expects rseq to be available, the process aborts at startup before any user code runs.

The libkrun kernel is compiled into the library itself and cannot be modified or replaced by the user. This is not a configuration issue but a fundamental limitation of the current libkrun release.

Even if the rseq issue were resolved, the MCS challenge would still be there — as the test script demonstrates in Test 2. On the host side, Podman assigns MCS labels to the virtiofsd process that serves the volume into the VM via virtio-fs. Different VMs get different host-side MCS labels, meaning the same :Z relabel / cross-container access denial applies. The mechanism changes from overlay mounts to virtio-fs, but the SELinux enforcement is identical: virtiofsd for the build VM runs at container_kvm_t:s0:c309,c405 and cannot access files labeled s0:c823,c999 by the helper VM’s virtiofsd.

Firecracker and the custom executor path

Firecracker is another microVM technology, the one behind AWS Lambda and Fly.io, that could provide strong per-job isolation. However, there is no native GitLab Runner executor for Firecracker. The only integration path is the Custom Executor, which requires implementing prepare, run, and cleanup scripts from scratch.

The job image is exposed via CUSTOM_ENV_CI_JOB_IMAGE, but everything else is on the operator: pulling the OCI image, extracting a rootfs, booting a Firecracker VM with the right kernel and network configuration, injecting the build script, mounting or copying the cloned repository into the VM, collecting artifacts and cache after the job finishes, and tearing the VM down. GitLab provides an LXD-based example that shows the pattern — prepare creates a container and installs dependencies, run pipes the job script into it, cleanup destroys it — but adapting that to microVMs adds the complexity of VM lifecycle management, kernel and rootfs preparation, networking, and storage. This is a significant engineering effort, essentially rebuilding the entire Docker executor workflow from scratch.

What comes next

MCS is a core SELinux feature. Type enforcement (TE) already confines processes by type — container_t can only access container_file_t, not user_home_t or httpd_sys_content_t — but TE alone cannot distinguish one container_t process from another. MCS adds that layer: by assigning each container a unique category pair, the kernel enforces isolation between processes that share the same type. Container A at s0:c100,c100 and Container B at s0:c200,c200 are both container_t, but MCS ensures they cannot touch each other’s files. The conflict with GitLab Runner’s multi-container-per-job architecture is that two containers that need to share a volume are given different categories by default. The workarounds we deploy today, including the fixed MCS labels on GNOME’s runners, trade that inter-container isolation for functionality.

The most promising direction I’ve found so far is the combination of Cloud Hypervisor and the fleeting-plugin-fleetingd plugin. Cloud Hypervisor is built on Intel’s Rust-VMM crate and is essentially a more capable sibling of Firecracker — it supports CPU and memory hotplugging, VFIO device passthrough, and virtio-fs, features that are often necessary for complex CI tasks like building large binaries or running UI tests and that Firecracker’s minimalist design deliberately omits. The fleeting-plugin-fleetingd is a community plugin for GitLab’s Instance Executor (the modern evolution of the Custom Executor) that automates the full VM lifecycle: downloading cloud images, creating Copy-on-Write disks, launching Cloud Hypervisor VMs with direct kernel boot, provisioning them via cloud-init, and tearing them down after each build. Each job gets a fresh disposable VM, which is exactly the per-job isolation model we need. The plugin already handles networking via TAP interfaces and nftables SNAT, and supports customization of the VM image through cloud-init commands — so preinstalling Podman or other build tools is straightforward.

Beyond that, I’ll also keep evaluating libkrun (promising Red Hat technology), Firecracker with a hand-rolled custom executor, and QEMU’s microvm machine type. The common denominator across all of these — except for the fleeting-plugin-fleetingd path — is that none of them have an existing GitLab Runner integration. Regardless of which microVM technology we settle on, the path forward involves either building a workflow from scratch using the Custom Executor and its prepare, run, cleanup hooks, or leveraging the fleeting plugin ecosystem that GitLab has been building around the Instance and Docker Autoscaler executors.

That should be all for today, stay tuned!

It’s the first day of May, and it’s time for another update on what’s been happening at the GNOME Foundation. It’s been two weeks since my last post, and this update covers highlights of what we’ve been doing since then.

Remembering Seth Nickell

This week we received the very sad news of the death of Seth Nickell. It’s been a long time since Seth was active in the GNOME project, so many of our members won’t be familiar with him or his work. However, Seth played an important part in GNOME’s history, and was a special and unique character.

Jonathan wrote a wonderful post about Seth, with some great stories. Federico migrated the memorial page from the old wiki to the handbook, and added Seth there (work is currently ongoing to develop that page). Seth’s death has also been covered by LWN, which includes dedications from GNOME contributors.

Whether you knew Seth or came to GNOME after his time, I think we can all appreciate the contributions that he made, which live on in the project and wider ecosystem to this day.

GNOME Fellowship

Applications for the first round of the new GNOME Fellowship program closed last week, on 20th April. We had a great response and received some excellent proposals, and now we have the tough job of deciding who is going to receive support through the program.

To that end, the Fellowship Committee met this week to review the proposals and begin the selection process. We have identified a shortlist of candidates, and will be meeting again next week to narrow the selection further.

Since this is the first round of the Fellowship, we are establishing the selection process as we go. Hopefully we’ll get to put this to use again in future Fellowship rounds!

Conferences

Linux App Summit (LAS) will be held in Berlin on 16-17 May – that’s in a little over two weeks! The schedule has been finalized and looks great, and this year’s LAS is shaping up to be a fantastic event. Please do consider going, and please do register!

Due to high demand, the organizing team have decided to stream the talks from this year, so look out for details about remote participation.

Aside from LAS, preparations for July’s GUADEC conference continue to be worked on. Travel sponsorship is still available if you need assistance in order to attend, so do consider applying for that.

Office transitions ongoing

Work to update many of our backoffice systems and processes has continued at a steady pace over the past fortnight. Many of the big moves are done (new payments system, email accounts, mailing system, accounting procedures, credit card platform), and we are now firmly in the final stages, making sure that our new address is used everywhere, emails are going to the right places, recurring payments are transferred over to new credit cards, and vendors are setup on the new payments system.

The value of this work is already showing, with smoother accounting procedures, more up to date finance reports, and better tracking of incoming queries.

That’s it for this update. Thanks for reading, and take care.

Update on what happened across the GNOME project in the week from April 24 to May 01.

GNOME Circle Apps and Libraries

NewsFlash feed reader ↗

Follow your favorite blogs & news sites.

Jan Lukas announces

Hi TWIG. Newsflash can now swipe between articles. This closes off one of the oldest still standing feature requests. And hopefully makes all the mobile users happy.

Third Party Projects

xjuan reports

Casilda 1.2.4 Released!

I am very happy to announce a new version of Casilda!

A simple Wayland compositor widget for Gtk 4 and GNOME

This release comes with several new features like fractional scaling support, bug fixes and extra polish that it is making it start to feel like a proper compositor. You can read more about it at https://blogs.gnome.org/xjuan/2026/04/19/casilda-1-2-4-released/

Anton Isaiev says

RustConn (connection manager for SSH, RDP, VNC, SPICE, Telnet, Serial, Kubernetes, MOSH, and Zero Trust protocols)

Versions 0.11.0–0.12.7 bring the three biggest features since the project started, plus a mountain of polish driven by community feedback.

Cloud Sync landed. You can now synchronize connection configurations between devices and team members through any shared directory - Google Drive, Syncthing, Nextcloud, Dropbox, or even a USB stick. Two modes: Group Sync (per-group .rcn files with Master/Import access) and Simple Sync (single-file bidirectional merge). A file watcher auto-imports changes, and the new Cloud Sync settings page shows sync status, synced groups, and available files. CLI got sync status, sync list, sync export, sync import, and sync now commands.

SSH Tunnel Manager is a standalone window for managing headless SSH port-forwarding tunnels without terminal sessions - Local, Remote, and Dynamic forwards with auto-start on launch and auto-reconnect. SSH jump host support was extended to RDP, VNC, and SPICE connections, so you can tunnel graphical sessions through a bastion host. Ctrl+T opens the tunnel manager.

Tab management was completely reworked around AdwTabView. Tab Overview (Ctrl+Shift+O) gives a GNOME Web-style grid of all open tabs. Tab Pinning keeps important tabs at the left edge. A tab switcher in the Command Palette (% prefix) provides fuzzy search across open tabs. Right-click context menu gained Close Others / Left / Right / All / Ungrouped actions.

Other highlights: custom terminal color themes with full 16-color ANSI palette editor; terminal scrollbar; font zoom (Ctrl+Scroll); copy-on-select; SSH Keep-Alive and verbose mode; Hoop.dev as the 11th Zero Trust provider; custom SSH agent socket override (fixes KeePassXC/Bitwarden agent in Flatpak); RDP mouse jiggler; terminal activity/silence monitor; host online check with auto-connect; highlight rules now render with actual colors via Cairo overlay; connection dialog rebuilt with adw:: widgets following GNOME HIG.

Packaging grew significantly. RustConn is now available as Flatpak on Flathub, Snap with strict confinement, AppImage, native .deb and .rpm packages via OBS repositories (Debian 13, Ubuntu 24.04/26.04, Fedora 43/44, openSUSE Tumbleweed/Slowroll/Leap 16.0), plus ARM64 builds. A huge thank you to the community maintainers: the AUR package for Arch Linux, the FreeBSD port, and there is an open request to include RustConn in Debian proper.

Thank you to everyone who reported issues, contributed translations, and tested pre-releases - your feedback shaped every one of these 25 releases. Special thanks to GaaChun for the complete Simplified Chinese translation, and to Phil Dodd and Todor Todorov for the support.

Project: https://github.com/totoshko88/RustConn Flatpak: https://flathub.org/en/apps/io.github.totoshko88.RustConn

Capypara says

Field Monitor 50.0

Field Monitor - the remote desktop viewer focused on accessing VMs - has been updated to version 50.0.

Some highlights:

• Support for multiple monitors for SPICE connections.
• Support for sharing USB devices with SPICE sessions using the XDG USB Portal (even with the Flatpak).
• KVM/QEMU VMs can now be accessed with hardware accelerated GPU rendering - if enabled.
• Field Monitor now validates server certificates and asks you for your trust if a certificate isn’t automatically trusted by your system.
• Several bugfixes to RDP and SPICE sessions, such as cursor rendering issues and overall performance.

Field Monitor is available via Flathub: https://flathub.org/apps/de.capypara.FieldMonitor

Christian says

The first public release of Gitte is out!

Gitte is a GTK4/libadwaita git GUI written in Rust, built on Relm4 and git2 (no shelling out to the git binary).

What’s in the initial release:

• Browse repositories with a saved repositories start screen
• View the working copy, stage and unstage changes, commit them, amend commits
• Read the commit log and inspect diffs file by file
• Manage branches, tags, remotes, and stashes
• Push from and pull to remotes, auto-fetching remotes in the background

It’s early days, so expect rough edges. Bug reports and feedback are very welcome.

Get Gitte from Flathub: https://flathub.org/apps/de.wwwtech.gitte

Parabolic ↗

Download web video and audio.

Nick reports

Parabolic V2026.4.1 is here with plenty of bug fixes!

Here’s the full changelog:

• Fixed an issue where some settings would not save correctly
• Fixed an issue where playlist downloads with a resolution limit had no audio
• Fixed an issue where portrait/vertical videos in playlists downloaded at incorrect resolutions
• Fixed an issue where downloads from sites with muxed-only streams would fail
• Fixed an issue where downloading a time frame clip from a long video produced an incomplete result
• Fixed an issue where downloading a time frame clip from a long video could hang indefinitely with aria2c enabled
• Fixed an issue where X/Twitter quoted downloads could produce the same video twice
• Fixed an issue where deno was unable to be updated in-app on Linux
• Fixed an issue where browser cookies could not be found when running via Flatpak on Linux
• Fixed an issue where Parabolic would not start on KDE desktops
• Fixed an issue where Parabolic did not open links from browser extension on Windows

That’s all for this week!

See you next week, and be sure to stop by #thisweek:gnome.org with updates on your own projects!

GNOME is once again participating in GSoC. This year, we have 6 contributors working on adding Debug Adapter Protocol support to GJS, incorporating vocab-style puzzles into GNOME Crosswords, creating a native GTK4/Rust rewrite of the Pitivi timeline ruler, porting gitg to GTK4, implementing app uninstallation in the GNOME Shell app grid, and enabling recovery from GPU resets.

As we onboard the contributors, we will be adding them to Planet GNOME, where you can get to know them better and follow their project updates.

GSoC is a great opportunity to welcome new people into our project. Please help them get started and make them feel at home in our community!

Special thanks to our community mentors, who are donating their time and energy to help welcome and guide our new contributors: Philip Chimento, Jonathan Blandford, Yatin, Alex Băluț, Alberto Fanjul, Adrian Vovk, Jonas Ådahl, and Robert Mader.

For more information, visit https://summerofcode.withgoogle.com/programs/2026/organizations/gnome-foundation

Yesterday, I wanted to debug a glycin (or Shell) issue on GNOME OS. Turns out, there is currently no documentation that works or includes all necessary steps.

Here is the simplest variant if you don’t develop on GNOME OS and have an internet connection that can download 16 GB in a reasonable amount of time.

First we get a toolbox image to build our code.

$ toolbox create gnomeos-nightly -i quay.io/gnome_infrastructure/gnome-build-meta:gnomeos-devel-nightly

After entering the toolbox with

$ toolbox enter gnomeos-nightly

we can clone and build our project with sysext-utils that are included in our image:

$ meson setup ./build --prefix /usr --libdir="lib/$(gcc -print-multiarch)"
$ sysext-build example ./build

This creates a example.sysext.raw file.

Now, we need a GNOME OS to test our build. We can download the image and install it in Boxes. After logging in, we can just drag and drop the example.sysext.raw into the VM.

Before we can install it, we need to get the development tools for our VM:

$ run0 updatectl enable devel --now

After that, we need to restart the VM.

Finally, we can test our build:

$ run0 sysext-add ~/Downloads/example.sysext.raw

Adding the --persistent flag to this command will make the changes stay active across reboots.

If the changes made it impossible to boot into the VM again, we can start the VM in “Safe mode” from the boot menu. After logging in, we can manually remove the extension:

$ run0 rm /var/lib/extensions/example.raw

Happy hacking!

I heard the news about Seth Nickell’s passing last week, and have been in a bit of a funk ever since.

Seth was brilliant, iconoclastic, fearless.

It’s been a long while since Seth was an active part of the GNOME Community, but his influence on the project can still be seen in its DNA if you know where to look. He arrived on the GNOME scene while still in school with hundreds of ideas on how to improve things. It was an interesting time: We had just launched GNOME 1.5 and were searching for a new path towards GNOME 2.0. The Sun usability study had been published and the community had internalized the need to change directions. Seth rolled up his sleeves and did the work needed to help light that path.

Seth championed radical proposals such as instant apply, button ordering, message dialog fixes, and more. He cleaned up the control-center proposing some of the most visible changes from GNOME 1 to 2. He also did the initial designs for epiphany, pushing for a cleaner browser experience during an era of high browser complexity. He had a vision of desktops as a democratic tool, as easy and natural to use as any other tool in the human experience.

As a designer, Seth was focused on trying to understand who we were designing for and making sure we were solving problems for them. While he wasn’t beyond fixing paddings / layouts, he wanted to get the Big Picture right. He wasn’t beyond rolling up his sleeves writing code to move things forward, but was at his best as a champion and visionary, arguing for us to take risks and continue to innovate.

Spending time was Seth was a hoot. He had such a flair for the dramatic. I remember…

• …the time he sold the design for what would become NetworkManager to a bunch of engineers. He got up on the stage and announced: “We are going to make this [holding an ethernet cable] as easy to use as this [producing a power plug]!” It’s hard to describe how many steps it took to set up networking back then.
• …his vision of an improved messaging system — Project Yarrr. He used (U+2620) as the SVN repo name partially to see how many internal tools weren’t UTF-8 clean.
• …him breaking out into an operatic rendition of “Tradition” when developers were pushing back on a change he was proposing.
• …the time he changed everyone’s background in the RH office to have crop circles over night. He showed up the next morning in a robe dressed as an old-testament prophet, beating a drum and carrying a “RHEL5 IS NIGH” sign.
• …hanging printouts of hate mail he got for various design choices outside of the Mega Cube (a group activity)!
• And everyone who was around for the Dark Princess Incident will always remember it.

Being one of the public faces of GNOME2 was hard, and he moved on. Later, he worked on OLPC and Sugar, and made his mark there. After that, he seemed to travel a lot. We lost touch, though he’d reappear every couple of years to say hi. I hope he found what he was looking for.

Farewell, my friend. The world now has less color in it.

I got myself a Yubikey recently, and I wanted to use it as a nice convenience to:

1. Grant me sudo privileges
2. Unlock my session
3. Decrypt my LUKS-encrypted disk

I've only managed to do the first two, since they both rely on Linux Pluggable Authentication Modules (PAM). Luckily for me, one of PAM's modules supports U2F, the standard Yubikeys rely on.

First I need to install pam-u2f to add U2F support to PAM, and pamu2fcfg to configure my key.

$ sudo rpm-ostree install pam-u2f pamu2fcfg

Since I'm running an immutable OS I need to reboot, and then I can create the correct directory and file to dump an U2F key into it.

$ mkdir -p ~/.config/Yubico
$ pamu2fcfg > ~/.config/Yubico/u2f_keys

Then I make sure to have a root session open in case I lock myself out of sudoers.

$ sudo su
#

In a different terminal, I can edit the sudoers file to add this line

#%PAM-1.0
auth       sufficient   pam_u2f.so cue openasuser
auth       include      system-auth
account    include      system-auth
password   include      system-auth
session    optional     pam_keyinit.so revoke
session    required     pam_limits.so
session    include      system-auth

I save this file and open a new terminal. I type in sudo vi and it asks me to touch my FIDO authenticator before opening vi! If I touch the Yubikey, it indeed opens vi with root privileges.

Let's break down the line:

• auth for authentication
• sufficient passing this authentication challenge is enough (it's not an additional factor of authentication)
• pam_u2f.so the module we load is for U2F, the standard Yubikeys use
• cue print "Please touch the FIDO authenticator." when the user needs to authenticate
• openasuser to fetch the authentication file without root privileges

It's also possible to use it to unlock my session, but it would be a bit reckless to allow anyone with my Yubikey to log into my laptop. If my backpack gets stolen and it has both my Yubikey and my laptop, anyone can log in.

It's possible to make the login screen require either my user password, or all of

• The Yubikey itself
• The PIN of the Yubikey
• Me to touch the Yubikey

If someone fails more than three times to enter the correct PIN, the Yubikey will lock itself and require a PUK to be unlocked. This gives me an additional layer of security, and it's more convenient than having to type a full length passphrase.

I've added the following line to /etc/pam.d/greetd (the greeter I use):

#%PAM-1.0
auth       sufficient  pam_u2f.so cue openasuser pinverification=1 userpresence=1
auth       substack    system-auth
[...]

[!warning] I can lose my Yubikey

I use my Yubikey as a nice convenience to set up a weaker PIN while not compromising too much on security. I use it instead of a password, no in addition to it.

Since I can lose or break my Yubikey and I don't want to buy two of them, I make the U2F login sufficient but not required. This means I can still fallback to password authentication if I lose my Yubikey.

Finally, DankMaterialShell uses its own lockscreen manager too. I still want to be able to fallback to password authentication if need be, so I'll configure it to accept U2F OR the password, not both.

This means that the lockscreen will call /etc/pam.d/dankshell-u2f to know what to do when the screen is locked. Since this file doesn't exist, I can create it with the following content.

#%PAM-1.0
auth sufficient pam_u2f.so cue openasuser pinverification=1 userpresence=1

I need a fallback for when I don't have my Yubikey, so I also create the one for this occasion

#%PAM-1.0
auth include system-auth

Finally, I have a consistent setup where both my login and lock screen require me to plug my key, enter its PIN and touch it, or enter my full password. When it comes to sudo, I can only touch my key without requiring an PIN.

My next quest will be to use my Yubikey to unlock my LUKS-encrypted disk.

At the start of the month, Bilal gave us all a giant gift with Goblint. On the first week it was already impressive. Now it’s an invaluable tool for anyone that ever interfaced with GObject, glib or GTK. It will catch leaks, bugs, or even offer to auto fix and modernize your code to the modern paradigms we use. It’s one of those things that is going to save countless hours of debugging and more importantly, prevent the issues before they even get committed. Jonathan Blandford wrote about using it two days ago, and I suggest you read the post.

Everyone is trying to use goblint, and we are all stumbling upon the same issues integrating it into our tooling. Initially, it was only able to produce Sarif reports, which GitLab still has behind a feature flag, in addition to only be available in GitLab Enterprise Editions.

I added an export for GitLab’s Code Quality format which has some support in the non-proprietary Community Edition we use in the GNOME and Freedesktop.org instances. Sadly, almost everything nice is still only available in the enterprise editions, but at least there is this little Widget in the Merge Requests page.

Additionally, we now have CI templates for Goblint. One is adding a job to the existing gnomeos-basic-ci component we use everywhere. Simply go to your latest pipeline and look for the job.

The report will also show up in Merge Requests that have been updated since yesterday. The gnomeos-basic-ci has other goodies like sanitizers, static analyzers, test coverage, etc wired out of the box, so you should give it a try if you are not using it yet.

If you do but don’t want the goblint job, you can disable it easily with inputs: goblint: "disabled" similar to all the other tools the component provides.

include:
  - project: "GNOME/citemplates"
    file: "templates/default-rules.yml"
  - component: "gitlab.gnome.org/GNOME/citemplates/gnomeos-basic-ci@26.1"

If you want only a goblint job, I’ve also added a standalone template that you can use. (Or copy-paste from it).

include:
  - component: "gitlab.gnome.org/GNOME/citemplates/goblint@26.1"
    inputs:
      job-stage: "lint"

In order for the Code Quality report to work, you will need to have a report uploaded from your target branch, so GitLab will have something to compare the one from the merge request with. The template rules will handle that for you, but keep it in mind.

At this moment all the lints are warnings so the job will never be fatal. This is why we can enabled it by default without worrying about breaking pipelines for now. You can further configure its behavior to your needs, and error out if you want to, through the configuration file.

min_glib_version = "2.76"

[rules.g_declare_semicolon]
level = "ignore"

[rules.untranslated_string]
level = "error"
ignore = ["**/test-*.c"]

It’s also very likely that we are going to add goblint and its LSP server to the GNOME SDK Flatpak runtime, along with GNOME OS, so it will always be available for use with tools like Builder and foundry.

Enjoy

A few years back I did a quick exploration of what GNOME app icons might look like in an alternate universe where we kept on using VGA displays. Chiselling pixels away is therapeutic. So while there is absolutely no use for these, I keep on making them if only to bring some attention to what really matters for GNOME, having nice apps.

Here's a batch of mostly GNOME Circle app icons, with some 3rd party ones thrown in.

If you're reading this on my site rather than Planet GNOME or some flickering terminal in an abandoned Vault, then congratulations. You've stumbled upon a working Pip-Boy module! Found it half-buried under irradiated rubble, its phosphor display still humming with that familiar green glow. Enjoy these icons the way the dwellers of Vault 101 were always meant to, one glorious scanline at a time.

If you work with patches and git am, then you’re probably used to seeing patches fail to apply. For example:

$ git am CVE-2025-14512.patch
Applying: gfileattribute: Fix integer overflow calculating escaping for byte strings
error: patch failed: gio/gfileattribute.c:166
error: gio/gfileattribute.c: patch does not apply
Patch failed at 0001 gfileattribute: Fix integer overflow calculating escaping for byte strings
hint: Use 'git am --show-current-patch=diff' to see the failed patch
hint: When you have resolved this problem, run "git am --continue".
hint: If you prefer to skip this patch, run "git am --skip" instead.
hint: To restore the original branch and stop patching, run "git am --abort".
hint: Disable this message with "git config set advice.mergeConflict false"

This is sad and frustrating because the entire patch has failed, and now you have to apply the entire thing manually. That is no good.

Here is the solution, which I wish I had learned long ago:

$ git config --global am.threeWay true

This enables three-way merge conflict resolution, same as if you were using git cherry-pick or git merge. For example:

$ git am CVE-2025-14512.patch
Applying: gfileattribute: Fix integer overflow calculating escaping for byte strings
Using index info to reconstruct a base tree...
M	gio/gfileattribute.c
Falling back to patching base and 3-way merge...
Auto-merging gio/gfileattribute.c
CONFLICT (content): Merge conflict in gio/gfileattribute.c
error: Failed to merge in the changes.
Patch failed at 0001 gfileattribute: Fix integer overflow calculating escaping for byte strings
hint: Use 'git am --show-current-patch=diff' to see the failed patch
hint: When you have resolved this problem, run "git am --continue".
hint: If you prefer to skip this patch, run "git am --skip" instead.
hint: To restore the original branch and stop patching, run "git am --abort".
hint: Disable this message with "git config set advice.mergeConflict false"

Now you have merge conflicts, which you can handle as usual. This seems like a better default for pretty much everybody, so if you use git am, you should probably enable it.

I’ve no doubt that many readers will have known about this already, but it’s new to me, and it makes me happy, so I wanted to share. You’re welcome, Internet!

I was excited to see Bilal’s announcement of goblint, and I’ve spent the past week getting Crosswords to work with it. This is a tool I’ve always wanted and I’m pretty convinced it will be a great boon for the GNOME ecosystem. I’m posting my notes in hope that more people try it out:

• First and most importantly, Bilal has been so great to work with. I have filed ~20 issues and feature requests and he fixed them all very quickly. In some cases, he fixed the underlying issue before I completed adding annotations to the code.
• Most of the issues flagged were idiomatic and stylistic, but it did find real bugs. It found a half-dozen leaks, a missing g_timeout removal, and five missing class function chain ups. One was a long-standing crasher. There’s a definite improvement in quality from adopting this tool.
• I’m also excited about pairing this with new GSoC interns. The types of things goblint flags are the things that students hit in particular (when they don’t write it all their code with AI). I think goblint will be even more important to our ecosystem as a teaching tool to our C codebase. It’s already effectively replaced my styleguide.
• In a few instances, the use_g_autoptr rule outstripped static-scan’s ability to track leaks. Ultimately, I ended up annotating and removing the g_autoptr() calls as I couldn’t get the two to play nicely together.
• Along the same lines, cairo, pango, and librsvg all lack G_DEFINE_AUTOPTR_CLEANUP_FUNC. It would be really great if we could fix these core libraries. In the meantime, you can add the following to your project’s goblint.toml file:

[rules.use_g_autoptr_inline_cleanup]
level = "error"
ignore_types = ["cairo_*", "Pango*", "RsvgHandle"]

• I had some trouble getting the pipeline integrated with GNOME’s gitlab. The gitlab recipe on his page uses premium features unavailable in the self hosted version. If it’s helpful for others, here’s what I ended up using:

goblint:
  stage: analysis
  extends:
    - "opensuse-container@x86_64.stable"
    - ".fdo.distribution-image@opensuse"
  needs:
    - job: opensuse-container@x86_64.stable
      artifacts: false
  before_script:
    - source ci/env.sh
    - cargo install --git https://github.com/bilelmoussaoui/goblint goblint
  script:
    # Goblint is fast. We run it twice: Once to generate the report,
    # and a second time to display the output and triger an error
    - /root/.cargo/bin/goblint . --format sarif > goblint.sarif || true
    - /root/.cargo/bin/goblint . --format text
  artifacts:
    reports:
      sast: goblint.sarif
    when: always

YMMV

Update on what happened across the GNOME project in the week from April 17 to April 24.

GNOME Core Apps and Libraries

Libadwaita ↗

Building blocks for modern GNOME apps using GTK4.

Alice (she/her) 🏳️‍⚧️🏳️‍🌈 says

libadwaita demo runs on android now, and apk files can be grabbed from CI

Alice (she/her) 🏳️‍⚧️🏳️‍🌈 reports

AdwSidebar and AdwViewSwitcherSidebar now allow adding widgets above and below their content. This can be used to add things like account switchers

Third Party Projects

Haydn Trowell says

Kotoba, a fast, fully offline Japanese–English dictionary, is now available on Flathub.

Key features:

• Flexible search: Look up words using kanji, kana, rōmaji, or English meanings
• Responsive results: Matches appear almost instantly
• Detailed entries: Readings, meanings, example sentences, and usage notes where available
• Smart conjugation handling: Recognizes inflected verb and adjective forms and maps them to their base entries
• Bookmarks: Save words to review later
• Fully offline: Works without an internet connection

Get it on Flathub: https://flathub.org/apps/net.trowell.kotoba

Antonio Zugaldia says

Stargate is a new Java and Kotlin library that gives JVM applications access to XDG Desktop Portals on Linux.

• Full coverage of the portal spec, including Global Shortcuts, Remote Desktop, Notification, and Settings.
• Adds system tray icon support via the XDG Status Notifier Item specification.
• Ships with a demo app built using Java GI, the GTK/GNOME Java bindings (come say hi at #java-gi:matrix.org).

Available on Maven Central. More at https://github.com/zugaldia/stargate.

Bilal Elmoussaoui reports

goblint has received a lot of work lately. Supporting 22 new rules since the last update and a webpage displaying the list of the rules and the available per-rule configurations https://bilelmoussaoui.github.io/goblint/. The page can include an extensive documentation like the following https://bilelmoussaoui.github.io/goblint/#use_g_autoptr_inline_cleanup but that is the only rule having that for now.

Jan-Michael Brummer reports

Take control of your health with Blood Pressure 1.0.0.

Released just a month ago, this powerful yet easy-to-use app helps you track systolic and diastolic blood pressure as well as pulse with precision. Visualize your progress through clear, intuitive charts and gain valuable insights with in-depth statistics based on ESH/ESC guidelines.

Log measurements effortlessly with date, time, and optional notes, explore your history at a glance, and benefit from comprehensive analysis designed to support better health decisions. It’s available on Flathub: https://flathub.org/en/apps/org.tabos.bloodpressure

Nathan Perlman says

After a few months of on-and-off development, Rewaita v1.1.2 has finally been released!

For anyone who doesn’t know, Rewaita is a customization tool for applying colour schemes to Adwaita and GNOME.

What’s new:

• Finally added proper Firefox support, and is also compatible with the Firefox Gnome Theme for those who use it.
• More customization options, including three more window control themes, and a new colour scheme (Gruvbox Hard).
• Now includes an option to force light text in the app overview, which might be useful to blur-my-shell users.
• Some quality of life improvements like a better user guide, and bug fixes with significantly less crashing.
• Added Chinese Simplified translations.

Thanks to everyone who helped out with this release! Available on Flathub as always, as well as the AUR. More at https://github.com/swordpuffin/Rewaita.

Solitaire ↗

Play Patience Games

Will Warner reports

Solitaire 50.1 has been released! I want to thank everyone who contributed to this update. Firstly, to the translators who created translations for the app within the first two weeks of it being on Damned Lies. Second, to everyone who submitted and commented on issues, I appreciate your help.

Here’s what changed: • Added translations: Brazilian Portuguese, Cornish, Kazakh, Serbian, Swedish, Ukrainian, Slovenian, Russian • Added categories to the desktop entry • Added all of the missing Aisleriot card themes except for Guyenne Classic • Fixed a bug where re-deals weren’t decremented upon undoing them • Fixed a bug that allowed one too many re-deals • Clarified the uses of the solver in the preferences • Added a ‘Display the Winnability Warning’ option to the preferences • Made the theme refresh when the theme selector dialog is closed • Adjusted the brand colors to not clash with the window colors • Added spacing between cards and margins for the playing area • Added a ‘New Game’ option to the ‘Impossible to win’ dialog • Added a fail-safe for GTK not handling drags correctly on X11

Get it on Flathub

Pipeline ↗

Follow your favorite video creators.

schmiddi reports

Pipeline version 4.0.0 was released this week! This release overhauls downloading videos. Instead of depending on an external program to download videos, Pipeline now has downloading videos built-in. This also includes watching downloaded videos directly in the application. Besides that, you can now inspect your watch history in the application. There were further minor additions and improvements, which you can read about in the changelog of this release.

Note that this release also contains a breaking change for Pipeline users using external video players: By default, the Flatpak on Flathub does not have the permission to spawn external video players anymore. If you want to continue using external players instead of the built-in video player, you will to manually grant Pipeline this permission, as detailed in the preferences dialog of Pipeline or in this wiki page.

Parabolic ↗

Download web video and audio.

Nick reports

Parabolic V2026.4.0 is here!

This release contains many bug fixes, new features and design improvements making Parabolic an even better app! This release also includes a new macOS version of Parabolic - expanding our userbase!

A huge thank you to everyone who has tested and reported bugs throughout this development cycle. ❤️

Here’s the full changelog:

• Added macOS app for the GNOME version of Parabolic
• Added Windows portable version of Parabolic
• Added the ability to toggle super resolution formats in Parabolic’s settings
• Added the ability to specify a preferred frame rate for video downloads in Parabolic’s settings
• Added the ability to toggle immediate audio or video downloads separately
• Added the ability to automatically translate embedded metadata and chapters to the app’s language on supported sites. This can be turned off in Converter settings
• Added the ability to update deno from within the app
• Added thumbnail image preview to add download dialog and downloads view
• Added failed filter to downloads view
• Added total duration label to playlist items view
• Improved Parabolic’s startup time by using NativeAOT compilation
• Improved selection of playlist video formats when resolutions are specified
• Improved selection of playlist audio formats on Windows when bitrates are specified
• Improved cropping of audio thumbnails
• Improved handling of long file names, they will now be truncated if too long
• Removed unsupported cookie browsers on Windows. Manual txt files should be used instead
• Fixed an issue where download progress did not show correctly
• Fixed an issue where the preferred video codec was ignored when a preferred frame rate was also set
• Fixed an issue where the exported M3U playlist file would contain duplicate entries
• Fixed an issue where credentials would not save on Linux
• Fixed an issue where batch files were unusable on Linux and macOS
• Fixed an issue where uploading a cookies file did not work on Windows
• Fixed an issue where time frame downloads would not complete on Windows
• Fixed an issue where certain video formats would process infinitely on Windows
• Updated yt-dlp

That’s all for this week!

See you next week, and be sure to stop by #thisweek:gnome.org with updates on your own projects!

Hello there,

You thought I’d given up on “status update” blog posts, did you ? I haven’t given up, despite my better judgement, this one is just even later than usual.

Recently I’ve been using my rather obscure platform as a blogger to theorize about AI and the future of the tech industry, mixed with the occasional life update, couched in vague terms, perhaps due to the increasing number of weirdos in the world who think doxxing and sending death threats to open source contributors is a meaningful use of their time.

In fact I do have some theories about how George Orwell (in “Why I Write”) and Italo Calvino (in “If On a Winter’s Night a Traveller”) made some good guesses from the 20th century about how easy access to LLMs would affect communication, politics and art here in the 21st. But I’ll leave that for another time.

It’s also 8 years since I moved to this new country where I live now, driving off the boat in a rusty transit van to enjoy a series of unexpected and amazing opportunities. Next week I’m going to mark the occasion with a five day bike ride through the mountains of Asturias, something I’ve been dreaming of doing for several years. But I’m not going to talk about that, either.

The original idea of writing a monthly post was to keep tabs on various open source software projects I sometimes manage to contribute to, and perhaps even to motivate me to do more such volunteering. Well that part didn’t work, house renovations and an unexpectedly successful gig playing synth and trombone took over all my free time; but after many years of working on corporate consultancy and doing a little open source in the background, I’m trying to make a space at work to contribute in the open again.

I could tell the whole story here of how Codethink became “the build system people”. Maybe I will actually. It all started with BuildStream. In fact, that’s not even true. it all started in 2011 when some colleagues working with MeeGo and Yocto thought, “This is horrible, isn’t it?”

They set out to create something better, and produced Baserock, which unfortunately turned out even worse. But it did have some good ideas. The concept of “cache keys” to identify build inputs and content-addressed storage to hold build outputs began there, as did the idea of opening a “workspace” to make drive-by changes in build inputs within a large project.

BuildStream took this core idea, extended it to support arbitrary source kinds and element kinds defined by plugins, and added a shiny interface on top. initially It used OSTree to store and distribute build artifacts, later migrating to the Google REAPI with the goal of supporting Enterprise(TM) infrastructure. You can even use it alongside Bazel, if you like having three thousand commandline options at your disposal.

Unfortunately it was 2016, so we wrote the whole thing in Python. (In our defence, the Rust programming language had only recently hit 1.0 and crates.io was still a ghost town, and we’d probably still be rewriting the ruamel.yaml package in Rust if we had taken that road.) But the company did make some great decisions, particularly making a condition of success for the BuildStream project that it could unify the 5 different build+integration systems that GNOME release team were maintaining. And that success meant not just a prototype of this, but release team actually using BuildStream to make releases. Tristan even ended up joining the GNOME release team for a while. We discussed it all at the 2017 Manchester GUADEC event, coincidentally. It was a great time. (Aside from those 6 months leading up to the conference.)

At this point, the Freedesktop SDK already existed, with the same rather terrible name that it has today, and was already the base runtime for this new app container tool that was named… xdg-app. (At least that eventually gained a better name). However, if you can remember 8 years ago, it had a very different form than today. Now, my memory of what happened next is especially hazy at this point, because like I told you in the beginning, I was on a boat with my transit van heading towards a new life in Spain. All I have to go on 8 years later is the Git history, but somehow the Freedesktop SDK grew a 3-stage compiler bootstrap, over 600 reusable BuildStream elements, its own Gitlab namespace, and even some controversial stickers. As a parting gift I apparently added support for building VMs, the idea being that we’d reinstate the old GNOME Continuous CI system that had unfortunately died of neglect several years earlier. This idea got somewhat out of hand, let’s say.

It took me a while to realize this, but today Freedesktop SDK is effectively the BuildStream reference distribution. What Poky is to BitBake in the Yocto project, this is what Freedesktop SDK is to BuildStream. And this is a pretty important insight. It explains the problem you may have experienced with the BuildStream documentation: you want to build some Linux package, so you read through the manual right to the end, and then you still have no fucking idea how to integrate that package.

This isn’t a failure on the part of the authors, instead the issue is that your princess is in another castle. Every BuildStream project I’ve ever worked on has junctioned freedesktop-sdk.git and re-used the elements, plugins, aliases, configurations and conventions defined there, all of which are rigorously undocumented. The Freedesktop SDK Guide, for reasons that I won’t go into, doesn’t venture much further than than reminding you how to call Make targets.

And this is something of a point of inflection. The BuildStream + Freedesktop SDK ecosystem has clearly not displaced Yocto, nor for that matter Linux Mint. But, like many of my favourite musicians, it has been quietly thriving in obscurity. People I don’t know are using it to do things that I don’t completely understand. I’ve seen it in comparison articles, and even job adverts. ChatGPT can generate credible BuildStream elements about as well as it can generate Dockerfiles (i.e. not very well, but it indicates a certain level of ubiquity). There have been conferences, drama, mistakes, neglect. It’s been through an 8 person corporate team hyper-optimizing the code, and its been though a mini dark age where volunteers thanklessly kept the lights on almost single handledly, and its even survived its transition to the Apache Foundation.

Through all of this, the secret to its success probably that its just a really nice tool to work with. As much as you can enjoy software integration, I enjoy using BuildStream to do it; things rarely break, when they do its rarely difficult to fix them, and most importantly the UI is really colourful! I’m now using it to build embedded system images for a product named CTRL, which you can think of as.. a Linux distribution. There are some technical details to this which I’m working to improve, which I won’t bore you with here.

I also won’t bore you with the topic of community governance this month, but that’s what’s currently on my mind. If you’ve been part of the GNOME Foundation for a few years, you’ll know this something that’s usually boring and occasionally becomes of almost life-or-death importance. The “let’s just be really sound” model works great, until one day when you least expect it, and then suddenly it really doesn’t. There is no perfect defence against this, and in open source communities its our diversity that brings the most resilience. When GNOME loses, KDE gains, and that way at least we still don’t have to use Windows. Indeed, this is one argument for investing in BuildStream even if it remains forever something of a minority sport. I guess I just need to remember that when you have to start thinking hard about governance, that’s a sign of success.

It’s a question I had to ask myself multiple times over the last few months. Depending on the context the answer can be:

• very simple, just call the standard library function
• extremely hard, don’t trust anything

If you are an app developer, you’re lucky and it’s almost always the first answer. If you develop something with a security boundary which involves files in any way, the correct answer is very likely the second one.

Opening a File, the Hard Way

Like so often, the details depend on the specifics, but in the worst-case scenario, there is a process on either side of the security boundary, which operate on a filesystem tree which is shared by both processes.

Let’s say that the process with more privileges operates on a file on behalf of the process with less privileges. You might want to restrict this to files in a certain directory, to prevent the less privileged process from, for example, stealing your SSH key, and thus take a subpath that is relative to that directory.

The first obvious problem is that the subpath can refer to files outside of the directory if it contains ... If the privileged process gets called with a subpath of ../.ssh/id_ed25519, you are in trouble. Easy fix: normalize the path, and if we ever go outside of the directory, fail.

The next issue is that every component of the path might be a symlink. If the privileged process gets called with a subpath of link, and link is a symlink to ../.ssh/id_ed25519, you might be in trouble. If the process with less privileges cannot create files in that part of the tree, it cannot create a malicious symlink, and everything is fine. In all other scenarios, nothing is fine. Easy fix: resolve the symlinks, expand the path, then normalize it.

This is usually where most people think we’re done, opening a file is not that hard after all, we can all do more fun things now. Really, this is where the fun begins.

The fix above works, as long as the less privileged process cannot change the file system tree anywhere in the file’s path while the more privileged process tries to access it. Usually this is the case if you unpack an attacker-provided archive into a directory the attacker does not have access to. If it can however, we have a classic TOCTOU (time-of-check to time-of-use) race.

We have the path foo/id_ed25519, we resolve the smlinks, we expand the path, we normalize it, and while we did all of that, the other process just replaced the regular directory foo that we just checked with a symlink which points to ../.ssh. We just checked that the path resolves to a path inside the target directory though, and happily open the path foo/id_ed25519 which now points to your ssh key. Not an easy fix.

So, what is the fundamental issue here? A path string like /home/user/.local/share/flatpak/app/org.example.App/deploy describes a location in a filesystem namespace. It is not a reference to a file. By the time you finish speaking the path aloud, the thing it names may have changed.

The safe primitive is the file descriptor. Once you have an fd pointing at an inode, the kernel pins that inode. The directory can be unlinked, renamed, or replaced with a symlink; the fd does not care. A common misconception is that file descriptors represent open files. It is true that they can do that, but fds opened with O_PATH do not require opening the file, but still provide a stable reference to an inode.

The lesson that should be learned here is that you should not call any privileged process with a path. Period. Passing in file descriptors also has the benefit that they serve as proof that the calling process actually has access to the resource.

Another important lesson is that dropping down from a file descriptor to a path makes everything racy again. For example, let’s say that we want to bind mount something based on a file descriptor, and we only have the traditional mount API, so we convert the fd to a path, and pass that to mount. Unfortunately for the user, the kernel resolves the symlinks in the path that an attacker might have managed to place there. Sometimes it’s possible to detect the issue after the fact, for example by checking that the inode and device of the mounted file and the file descriptor match.

With that being said, sometimes it is not entirely avoidable to use paths, so let’s also look into that as well!

In the scenario above, we have a directory in which we want all the paths to resolve in, and that the attacker does not control. We can thus open it with O_PATH and get a file descriptor for it without the attacker being able to redirect it somewhere else.

With the openat syscall, we can open a path relative to the fd we just opened. It has all the same issues we discussed above, except that we can also pass O_NOFOLLOW. With that flag set, if the last segment of the path is a symlink, it does not follow it and instead opens the actual symlink inode. All the other components can still be symlinks, and they still will be followed. We can however just split up the path, and open the next file descriptor for the next path segment and resolve symlinks manually until we have done so for the entire path.

libglnx chase

libglnx is a utility library for GNOME C projects that provides fd-based filesystem operations as its primary API. Functions like glnx_openat_rdonly, glnx_file_replace_contents_at, and glnx_tmpfile_link_at all take directory fds and operate relative to them. The library is built around the discipline of “always have an fd, never use an absolute path when you can use an fd.”

The most recent addition is glnx_chaseat, which provides safe path traversal, and was inspired by systemd’s chase(), and does precisely what was described above.

int glnx_chaseat (int              dirfd,
                  const char      *path,
                  GlnxChaseFlags   flags,
                  GError         **error);

It returns an O_PATH | O_CLOEXEC fd for the resolved path, or -1 on error. The real magic is in the flags:

typedef enum _GlnxChaseFlags {
  /* Default */
  GLNX_CHASE_DEFAULT = 0,
  /* Disable triggering of automounts */
  GLNX_CHASE_NO_AUTOMOUNT = 1 << 1,
  /* Do not follow the path's right-most component. When the path's right-most
   * component refers to symlink, return O_PATH fd of the symlink. */
  GLNX_CHASE_NOFOLLOW = 1 << 2,
  /* Do not permit the path resolution to succeed if any component of the
   * resolution is not a descendant of the directory indicated by dirfd. */
  GLNX_CHASE_RESOLVE_BENEATH = 1 << 3,
  /* Symlinks are resolved relative to the given dirfd instead of root. */
  GLNX_CHASE_RESOLVE_IN_ROOT = 1 << 4,
  /* Fail if any symlink is encountered. */
  GLNX_CHASE_RESOLVE_NO_SYMLINKS = 1 << 5,
  /* Fail if the path's right-most component is not a regular file */
  GLNX_CHASE_MUST_BE_REGULAR = 1 << 6,
  /* Fail if the path's right-most component is not a directory */
  GLNX_CHASE_MUST_BE_DIRECTORY = 1 << 7,
  /* Fail if the path's right-most component is not a socket */
  GLNX_CHASE_MUST_BE_SOCKET = 1 << 8,
} GlnxChaseFlags;

While it doesn’t sound too complicated to implement, a lot of details are quite hairy. The implementation uses openat2, open_tree and openat depending on what is available and what behavior was requested, it handles auto-mount behavior, ensures that previously visited paths have not changed, and a few other things.

An Aside on Standard Libraries

The POSIX APIs are not great at dealing with the issue. The GLib/Gio APIs (GFile, etc.) are even worse and only accept paths. Granted, they also serve as a cross-platform abstraction where file descriptors are not a universal concept. Unfortunately, Rust also has this cross-platform abstraction which is based entirely on paths.

If you use any of those APIs, you very likely created a vulnerability. The deeper issue is that those path-based APIs are often the standard way to interact with files. This makes it impossible to reason about the security of composed code. You can audit your own code meticulously, open everything with O_PATH | O_NOFOLLOW, chain *at() calls carefully — and then call a third-party library that calls open(path) internally. The security property you established in your code does not compose through that library call.

This means that any system-level code that cares about filesystem security has to audit all transitive dependencies or avoid them in the first place.

So what would a better GLib cross-platform API look like? I would say not too different from chaseat(), but returning opaque handles instead of file descriptors, which on Unix would carry the O_PATH file descriptor and a path that can be used for printing, debugging and things like that. You would open files from those handles, which would yield another kind of opaque handle for reading, writing, and so on.

The current GFile was also designed to implement GVfs: g_file_new_for_uri("smb://server/share/file") gives you a GFile you can g_file_read() just like a local file. This is the right goal, but the wrong abstraction layer. Instead, this kind of access should be provided by FUSE, and the URI should be translated to a path on a specific FUSE mount. This would provide a few benefits:

• The fd-chasing approach works everywhere because it is a real filesystem managed by the kernel
• The filesystem becomes independent of GLib and can be used for example from Rust as well
• It stacks with other FUSE filesystems, such as the XDG Desktop Document Portal used by Flatpak

Wait, Why Are You Talking About This?

Nowadays I maintain a small project called Flatpak. Codean Labs recently did a security analysis on it and found a number of issues. Even though Flatpak developers were aware of the dangers of filesystems, and created libglnx because of it, most of the discovered issues were just about that. One of them (CVE-2026-34078) was a complete sandbox escape.

flatpak run was designed as a command-line tool for trusted users. When you type flatpak run org.example.App, you control the arguments. The code that processes the arguments was written assuming the caller is legitimate. It accepted path strings, because that’s what command-line tools accept.

The Flatpak portal was then built as a D-Bus service that sandboxed apps could call to start subsandboxes — and it did this by effectively constructing a flatpak run invocation and executing it. This connected a component designed for trusted input directly to an untrusted caller (the sandboxed app).

Once that connection exists, every assumption baked into flatpak run about caller trustworthiness becomes a potential vulnerability. The fix wasn’t “change one function” — it was “audit the entire call chain from portal request to bubblewrap execution and replace every path string with an fd.” That’s commits touching the portal, flatpak-run, flatpak_run_app, flatpak_run_setup_base_argv, and the bwrap argument construction, plus new options (--app-fd, --usr-fd, --bind-fd, --ro-bind-fd) threaded through all of them.

If the GLib standard file and path APIs were secure, we would not have had this issue.

Another annoyance here is that the entire subsandboxing approach in Flatpak comes from 15 years ago, when unprivileged user namespaces were not common. Nowadays we could (and should) let apps use kernel-native unprivileged user namespaces to create their own subsandboxes.

Unfortunately with rather large changes comes a high likelihood of something going wrong. For a few days we scrambled to fix a few regressions that prevented Steam, WebKit, and Chromium-based apps from launching. Huge thanks to Simon McVittie!

In the end, we managed to fix everything, made Flatpak more secure, the ecosystem is now better equipped to handle this class of issues, and hopefully you learned something as well.

In the past I have written many blog posts on implementing various PDF features in CapyPDF. Typically they explain the feature being implemented, how confusing the documentation is, what perverse undocumented quirks one has to work around to get things working and so on. To save the effort of me writing and you reading yet another post of the same type, let me just say that you can now use CapyPDF to generate PDF forms that have widgets like text fields and radio buttons.

What makes this post special is that forms and widget annotations were pretty much the last major missing PDF feature Does that mean that it supports everything? No. Of course not. There is a whole bunch of subtlety to consider. Let's start with the fact that the PDF spec is massive, close to 1000 pages. Among its pages are features that are either not used or have been replaced by other features and deprecated.

The implementation principle of CapyPDF thus far has been "implement everything that needs special tracking, but only to the minimal level needed". This seems complicated but is in fact quite simple. As an example the PDF spec defines over 20 different kinds of annotations. Specifying them requires tracking each one and writing out appropriate entries in the document metadata structures. However once you have implemented that for one annotation type, the same code will work for all annotation types. Thus CapyPDF has only implemented a few of the most common annotations and the rest can be added later when someone actually needs them.

Many objects have lots of configuration options which are defined by adding keys and values to existing dictionaries. Again, only the most common ones are implemented, the rest are mostly a matter of adding functions to set those keys. There is no cross-referencing code that needs to be updated or so on. If nobody ever needs to specify the color with which a trim box should be drawn in a prepress preview application, there's no point in spending effort to make it happen.

The API should be mostly done, especially for drawing operations. The API for widgets probably needs to change. Especially since form submission actions are not done. I don't know if anything actually uses those, though. That work can be done based on user feedback.

When I have to play with a container image I have never met before, I like to deploy it on a test cluster to poke and prod it. I usually did that on a k3s cluster, but recently I've moved to Minikube to bring my test cluster with me when I'm on the go.

Minikube is a tiny one-node Kubernetes cluster meant to run on development machines. It's useful to test Deployments or StatefulSets with images you are not familiar with and build proper helm charts from them.

It provides volumes of the hostPath type by default. The major caveat of hostPath volumes is that they're mounted as root by default.

I usually handle mismatched ownership with a securityContext like the following to instruct the container to run with a specific UID and GID, and to make the volume owned by a specific group.

Typically in a StatefulSet it looks like this:

apiVersion: apps/v1
kind: StatefulSet
metadata:
  name: myapp
# [...]
spec:
# [...]
  template:
# [...]
    spec:
      securityContext:
        runAsUser: 10001
        runAsGroup: 10001
        fsGroup: 10001
      containers:
        - name: myapp
          volumeMounts:
            - name: data
              mountPath: /data
  volumeClaimTemplates:
    - metadata:
        name: data
      spec:
# [...]

In this configuration:

• Processes in the Pod myapp will run with UID 10001 and GID 10001.
• The /data directory mounted from the data volume will belong to group 10001 as well.

The securityContext usually solves the problem, but that's not how hostPath works. For hostPath volumes, the securityContext.fsGroup property is silently ignored.

[!success] Init Container to the Rescue!

The solution in this specific case is to use an initContainer as root to chown the volume mounts to the unprivileged user.

In practice it will look like this.

apiVersion: apps/v1
kind: StatefulSet
metadata:
  name: myapp
# [...]
spec:
# [...]
  template:
# [...]
    spec:
      securityContext:
        runAsUser: 10001
        runAsGroup: 10001
        fsGroup: 10001
      initContainers:
        - name: fix-perms
          image: busybox
          command:
            ["sh", "-c", "chown -R 10001:10001 /data"]
          securityContext:
            runAsUser: 0
          volumeMounts:
            - name: data
              mountPath: /data
      containers:
        - name: myapp
          volumeMounts:
            - name: data
              mountPath: /data
  volumeClaimTemplates:
    - metadata:
        name: data
      spec:
# [...]

It took me a little while to figure it out, because I was used to testing my StatefulSets on k3s. K3s uses a local path provisioner, which gives me local volumes, not hostPath ones like Minikube.

In production I don't need the initContainer to fix permissions since I'm deploying this on an EKS cluster.

I am very happy to announce a new version of Casilda!

A simple Wayland compositor widget for Gtk 4.

This release comes with several new features, bug fixes and extra polish that it is making it start to feel like a proper compositor.

It all started with a quick 1.2 release to port it to wlroots 0.19 because 0.18 was removed from Debian, while doing this on my new laptop I was able to reproduce a texture leak crash which lead to 1.2.1 and a fix in Gtk by Benjamin to support Vulkan drivers that return dmabufs with less fd than planes.

At this point I was invested to I decided to fix the rest of issues in the backlog…

Fractional scale

Casilda only supported integer scales not fractional scale so you could set your display scale to 200% but not 125%.

For reference this is how gtk4-demo looks like at 100% or scale 1 where 1 application/logical pixel corresponds to one device/display pixel.

*** Keep in mind its preferable to see all the following images without fractional scale itself and at full size ***

Clients would render at the next round scale if the application was started with a fractional scale set…

Or the client would render at scale 1 and look blurry if you switched from 1 to a fractional scale.

In both cases the input did not matched with the renderer window making the application really broken.

So if the client application draws a 4 logical pixel border, it will be 5 pixels in the backing texture this means that 1 logical pixel correspond to 1.25 device pixels. So in order for things to look sharp CasildaCompositor needs to make sure the coordinates it uses for position the client window will match to the device pixel grid.

My first attempt was to do

((int)x * scale) / scale

but that still looked blurry, and that is because I assumed window coordinate 0,0 was the same as its backing surface coordinates 0,0 but that is not the case because I forgot about the window shadow. Luckily there is API to get the offset, then all you have to do is add the logical position of the compositor widget and you get the surface origin coordinates

gtk_native_get_surface_transform (GTK_NATIVE (root), &surface_origin_x, &surface_origin_y);

/* Add widget offset */
if (gtk_widget_compute_point (self, GTK_WIDGET (root), &GRAPHENE_POINT_INIT (0, 0), &out_point))
  {
    surface_origin_x += out_point.x;
    surface_origin_y += out_point.y;
  }

Once I had that I could finally calculate the right position

/* Snap logical coordinates to device pixel grid */
if (scale > 1.0)
  {
    x = floorf ((x + surface_origin_x) * scale) / scale - surface_origin_x;
    y = floorf ((y + surface_origin_y) * scale) / scale - surface_origin_y;
  }

And this is how it looks now with 1.25 fractional scale.

Keyboard layouts

Another missing feature was support for different keyboard layouts so switching layouts would work on clients too. Not really important for Cambalache but definitely necessary for a generic compositor.

Popups positioners

Casilda now send clients all the necessary information for positioning popups in a place where they do not get cut out of the display area which is a nice thing to have.

Cursor shape protocol

Current versions of Gtk 4 requires cursor shape protocol on wayland otherwise it fallback to 32×32 pixel size cursors which might not be the same size of your system cursors and look blurry with fractional scales.

In this case the client send an cursor id instead of a pixel buffer when it wants to change the cursor.

This was really easy to implement as all I had to do is call

gtk_widget_set_cursor_from_name (compositor, wlr_cursor_shape_v1_name (event->shape));

Greetings

As usual this would not be possible without the help of the community, special thanks to emersion, Matthias and Benjamin for their help and support.

Release Notes

• • Add fractional scale support
  • Add viewporter support
  • Add support for cursor shape
  • Forward keyboard layout changes to clients.
  • Improve virtual size calculation
  • Fix maximized/fullscreen auto resize on compositor size allocation
  • Add support for popups reposition
  • Fix GdkTexture leak

Fixed Issues

• • #5 “Track keymap layout changes”
  • #12 “Support for wlroots-0.19”
  • #13 “Wrong cursor size on client windows”
  • #14 “Support for fractional scaling snap to device grid”
  • #19 Add support for popups reposition
  • #16 Firefox GTK backdrop/shadow not scaled correctly

Where to get it?

Source code lives on GNOME gitlab here

git clone https://gitlab.gnome.org/jpu/casilda.git

Matrix channel

Have any question? come chat with us at #cambalache:gnome.org

Mastodon

Follow me in Mastodon @xjuan to get news related to Casilda and Cambalache development.

Happy coding!

If you have recently installed a very up-to-date Linux distribution with a desktop environment, or upgraded your system on a rolling-release distribution, you might have noticed that your home directory has a new folder: “Projects”

Why?

With the recent 0.20 release of xdg-user-dirs we enabled the “Projects” directory by default. Support for this has already existed since 2007, but was never formally enabled. This closes a more than 11 year old bug report that asked for this feature.

The purpose of the Projects directory is to give applications a default location to place project files that do not cleanly belong into one of the existing categories (Documents, Music, Pictures, Videos). Examples of this are software engineering projects, scientific projects, 3D printing projects, CAD design or even things like video editing projects, where project files would end up in the “Projects” directory, with output video being more at home in “Videos”.

By enabling this by default, and subsequently in the coming months adding support to GLib, Flatpak, desktops and applications that want to make use of it, we hope to give applications that do operate in a “project-centric” manner with mixed media a better default storage location. As of now, those tools either default to the home directory, or will clutter the “Documents” folder, both of which is not ideal. It also gives users a default organization structure, hopefully leading to less clutter overall and better storage layouts.

This sucks, I don’t like it!

As usual, you are in control and can modify your system’s behavior. If you do not like the “Projects” folder, simply delete it! The xdg-user-dirs utility will not try to create it again, and instead adjust the default location for this directory to your home directory. If you want more control, you can influence exactly what goes where by editing your ~/.config/user-dirs.dirs configuration file.

If you are a system administrator or distribution vendor and want to set default locations for the default XDG directories, you can edit the /etc/xdg/user-dirs.defaults file to set global defaults that affect all users on the system (users can still adjust the settings however they like though).

What else is new?

Besides this change, the 0.20 release of xdg-user-dirs brings full support for the Meson build system (dropping Automake), translation updates, and some robustness improvements to its code. We also fixed the “arbitrary code execution from unsanitized input” bug that the Arch Linux Wiki mentions here for the xdg-user-dirs utility, by replacing the shell script with a C binary.

Thanks to everyone who contributed to this release!

Welcome to another update about everything that’s been happening at the GNOME Foundation. It’s been four weeks since my last post, due to a vacation and public holidays, so there’s lots to cover. This period included a major announcement, but there’s also been a lot of other notable work behind the scenes.

Fellowship & Fundraising

The really big news from the last four weeks was the launch of our new Fellowship program. This is something that the Board has been discussing for quite some time, so we were thrilled to be able to make the program a reality. We are optimistic that it will make a significant difference to the GNOME project.

If you didn’t see it already, check out the announcement for details. Also, if you want to apply to be our first Fellow, you have just three days until the application deadline on 20th April!

donate.gnome.org has been a great success for the GNOME Foundation, and it is only through the support of our existing donors that the Fellowship was possible. Despite these amazing contributions, the GNOME Foundation needs to grow our donations if we are going to be able to support future Fellowship rounds while simultaneously sustaining the organisation.

To this end, there’s an effort happening to build our marketing and fundraising effort. This is primarily taking place in the GNOME Engagement Team, and we would love help from the community to help boost our outbound comms. If you are interested, please join the Engagement space and look out for announcements.

Also, if you haven’t already, and are able to do so: please donate!

Conferences

We have two major events coming up, with Linux App Summit in May and GUADEC in July, so right now is a busy time for conferences.

The schedules for both of these upcoming events are currently being worked on, and arrangements for catering, photographers, and audio visual services are all in the process of being finalized.

The Travel Committee has also been busy handling GUADEC travel requests, and has sent out the first batch of approvals. There are some budget pressures right now due to rising flight prices, but budget has been put aside for more GUADEC travel, so please apply if you want to attend and need support.

April 2026 Board Meeting

This week was the Board’s regular monthly meeting for April. Highlights from the meeting included:

• I gave a general report on the Foundation’s activities, and we discussed progress on programs and initiatives, including the new Fellowship program and fundraising.
• Deepa gave a finance report for October to December 2025.
• Andrea Veri joined us to give an update on the Membership & Elections Committee, as well as the Infrastructure team. Andrea has been doing this work for a long time and has been instrumental in helping to keep the Foundation running, so this was a great opportunity to thank him for his work.
• One key takeaway from this month’s discussion was the very high level of support that GNOME receives from our infrastructure partners, particularly AWS and also Fastly. We are hugely appreciative of this support, which represents a major financial contribution to GNOME, and want to make sure that these partners get positive exposure from us and feel appreciated.
• We reviewed the timeline for the upcoming 2026 board elections, which we are tweaking a little this year, in order to ensure that there is opportunity to discuss every candidacy, and reduce some unnecessary delay in final result.

Infrastructure

As usual, plenty has been happening on the infrastructure side over the past month. This has included:

• Ongoing work to tune our Fastly configuration and managing the resource usage of GNOME’s infra.
• Deployment of a LiberaForms instance on GNOME infrastructure. This is hooked up to GNOME’s SSO, so is available to anyone with an account who wants to use it – just head over to forms.gnome.org to give it a try.
• Changes to the Foundation’s internal email setup, to allow easier management of the generic contact email addresses, as well as better organisation of the role-based email addresses that we have.
• New translation support for donate.gnome.org.
• Ongoing work in Flathub, around OAuth and flat-manager.

Admin & Finance

On the accounting side, the team has been busy catching up on regular work that got put to one side during last month’s audit. There were some significant delays to our account process as a result of this, but we are now almost up to date.

Reorganisation of many of our finance processes has also continued over the past four weeks. Progress has included a new structure and cadence for our internal accounting calls, continued configuration of our new payments platform, and new forms for handling reimbursement requests.

Finally, we have officially kicked off the process of migrating to our new physical mail service. Work on this is ongoing and will take some time to complete. Our new address is on the website, if anyone needs it.

That’s it for this report! Thanks for reading, and feel free to use the comments if you have questions!

Table of Contents

• Table of Contents
• Introduction
• The problem
• Architecture overview
• The VCL layer
• The POST-to-GET conversion
• Protecting private repositories
• The Lua layer
• Debugging the rollout
• How we got here
• Conclusions

Introduction

One of the most visible signs that GNOME’s infrastructure has grown over the years is the amount of CI traffic that flows through gitlab.gnome.org on any given day. Hundreds of pipelines run in parallel, most of them starting with a git clone or git fetch of the same repository, often at the same commit. All that traffic was landing directly on GitLab’s webservice pods, generating redundant load for work that was essentially identical.

GNOME’s infrastructure runs on AWS, which generously provides credits to the project. Even so, data transfer is one of the largest cost drivers we face, and we have to operate within a defined budget regardless of those credits. The bandwidth costs associated with this Git traffic grew significant enough that for a period of time we redirected unauthenticated HTTPS Git pulls to our GitHub mirrors as a short-term cost mitigation. That measure bought us some breathing room, but it was never meant to be permanent: sending users to a third-party platform for what is essentially a core infrastructure operation is not a position we wanted to stay in. The goal was always to find a proper solution on our own infrastructure.

This post documents the caching layer we built to address that problem. The solution sits between the client and GitLab, intercepts Git fetch traffic, and routes it through Fastly’s CDN so that repeated fetches of the same content are served from cache rather than generating a fresh pack every time. The design went through several iterations — this post presents the final architecture first, then walks through how we got here for readers interested in the evolution.

The problem

The Git smart HTTP protocol uses two endpoints: info/refs for capability advertisement and ref discovery, and git-upload-pack for the actual pack generation. The second one is the expensive one. When a CI job runs git fetch origin main, GitLab has to compute and send the entire pack for that fetch negotiation. If ten jobs run the same fetch within a short window, GitLab does that work ten times.

The tricky part is that git-upload-pack is a POST request with a binary body that encodes what the client already has (have lines) and what it wants (want lines). Traditional HTTP caches ignore POST bodies entirely. Building a cache that actually understands those bodies and deduplicates identical fetches requires some work at the edge.

For a fresh clone the body contains only want lines — one per ref the client is requesting:

0032want 7d20e995c3c98644eb1c58a136628b12e9f00a78
0032want 93e944c9f728a4b9da506e622592e4e3688a805c
0032want ef2cbad5843a607236b45e5f50fa4318e0580e04
...

For an incremental fetch the body is a mix of want lines (what the client needs) and have lines (commits the client already has locally), which the server uses to compute the smallest possible packfile delta:

00a4want 51a117587524cbdd59e43567e6cbd5a76e6a39ff
0000
0032have 8282cff4b31dce12e100d4d6c78d30b1f4689dd3
0032have be83e3dae8265fdc4c91f11d5778b20ceb4e2479
0032have 7d46abdf9c5a3f119f645c8de6d87efffe3889b8
...

The leading four hex characters on each line are the pkt-line length prefix. The server walks back through history from the wanted commits until it finds a common ancestor with the have set, then packages everything in between into a packfile. Two CI jobs running the same pipeline at the same commit will produce byte-for-byte identical request bodies and therefore identical responses — exactly the property a cache can help with.

Architecture overview

The current architecture has three components:

• Fastly as the user-facing CDN for gitlab.gnome.org, with custom VCL that intercepts git-upload-pack traffic, hashes the request body, converts the POST to a GET, and caches the response at edge POPs worldwide
• OpenResty (Nginx + LuaJIT) running as the origin server, with a Lua script that restores the original POST, checks a Valkey denylist for private repositories, and signals cacheability back to Fastly
• Valkey + webhook — a small Valkey instance stores a denylist of private repository paths, kept in sync by a webhook service that listens for GitLab project visibility changes

flowchart TD
client["Git client / CI runner"]
edge["Fastly Edge POP (nearest)"]
shield["Fastly Shield POP (IAD)"]
nginx["OpenResty Nginx (origin)"]
lua["Lua: git_upload_pack.lua"]
valkey["Valkey denylist"]
gitlab["GitLab webservice"]
webhook["gitlab-git-cache-webhook"]
gitlab_events["GitLab project events"]
client -- "POST /git-upload-pack" --> edge
edge -- "HIT → serve from edge" --> client
edge -- "MISS → forward to shield" --> shield
shield -- "HIT → return to edge (edge caches)" --> edge
shield -- "MISS → fetch from origin" --> nginx
nginx --> lua
lua -- "authenticated? check denylist" --> valkey
lua -- "denied/error: keep auth, skip cache" --> gitlab
lua -- "allowed: keep auth, signal cacheable" --> gitlab
gitlab -- "packfile response" --> nginx
nginx -- "X-Git-Cacheable: 1 (if allowed)" --> shield
gitlab_events --> webhook
webhook -- "SET/DEL git:deny:" --> valkey

The request flow:

1. The POST /git-upload-pack arrives at the nearest Fastly edge POP.
2. VCL checks the body: if Content-Length exceeds 8 KB (the limit of what Fastly can read from req.body), or the body does not contain command=fetch, the request is passed through uncached.
3. VCL hashes the body with SHA256 to build the cache key, base64-encodes the body into X-Git-Original-Body, and converts the request to GET. If the request carries authentication headers (Authorization, PRIVATE-TOKEN, Job-Token), VCL sets X-Git-Auth-Passthrough to flag it — but the request still enters the cache lookup.
4. On a cache hit at the edge, the packfile is served immediately — regardless of whether the request is authenticated or not.
5. On a miss, the request routes to the IAD shield POP. If the shield has it cached, it returns the object and the edge caches it locally.
6. On a shield miss, the request reaches Nginx at the origin. Lua detects X-Git-Original-Body and restores the POST body. If X-Git-Auth-Passthrough is set, Lua checks the Valkey denylist: if the repo is private (or Valkey is unreachable), the Authorization header is preserved and cacheability is not signaled — the response passes through uncached. If the repo is not on the denylist, Authorization is preserved (internal repos need it for GitLab to return 200) and cacheability is signaled.
7. For unauthenticated requests (no passthrough flag), Lua strips Authorization and signals cacheability unconditionally — these are by definition accessing public repositories.
8. The response flows back through the shield and the edge. If X-Git-Cacheable: 1 is present, both nodes cache the response. Subsequent requests — authenticated or not — for the same cache key are served directly from cache.

The VCL layer

The vcl_recv snippet runs at priority 9, before the existing enable_segmented_caching snippet at priority 10 which would otherwise return(pass) for non-asset URLs:

# Snippet git-cache-vcl-recv : 9
# Edge: convert POST to GET, hash body, encode body in header
if (req.url ~ "/git-upload-pack$" && req.request == "POST") {
if (std.atoi(req.http.Content-Length) > 8192) {
return(pass);
}
if (req.body !~ "command=fetch") {
return(pass);
}
set req.http.X-Git-Cache-Key = "v3:" digest.hash_sha256(req.body);
set req.http.X-Git-Original-Body = digest.base64(req.body);
# Flag authenticated requests — they still enter the cache lookup,
# but on a miss Lua uses this to decide whether to cache the response
if (req.http.Authorization || req.http.PRIVATE-TOKEN || req.http.Job-Token) {
set req.http.X-Git-Auth-Passthrough = "1";
}
set req.request = "GET";
set req.backend = F_Host_1;
if (req.restarts == 0) {
set req.backend = fastly.try_select_shield(ssl_shield_iad_va_us, F_Host_1);
}
return(lookup);
}
# Shield: request already converted to GET by the edge
if (req.http.X-Git-Cache-Key) {
set req.backend = F_Host_1;
return(lookup);
}

Authenticated requests — CI runners with Authorization: Basic <gitlab-ci-token:TOKEN>, API clients with PRIVATE-TOKEN or Job-Token — are no longer sent straight to origin. Instead, VCL flags them with X-Git-Auth-Passthrough and lets them enter the cache lookup. On a cache hit, the packfile is served directly from the edge — no origin contact, no credential validation needed, because the cached object can only exist if a previous request already established that the repository is public (see Protecting private repositories). On a cache miss, the flagged request reaches origin where Lua checks the Valkey denylist to decide whether the response should be cached.

The command=fetch filter means only Git protocol v2 fetch commands are cached. The ls-refs command is excluded because its request body is essentially static — caching it with a long TTL would serve stale ref listings after a push. Fetch bodies encode exactly the SHAs the client wants and already has, making them safe to cache indefinitely.

The v3: prefix is a cache version string. Bumping it invalidates all existing cache entries without touching Fastly’s purge API.

The second if block handles the shield. When a cache miss at the edge forwards the request to the shield POP, the shield runs vcl_recv again. At that point the request is already a GET (the edge converted it), so the first block’s req.request == "POST" check will not match. Without the second block, the request would fall through to the enable_segmented_caching snippet, which returns pass for any URL that is not an artifact or archive — effectively preventing the shield from ever caching git traffic.

The vcl_hash snippet overrides the default URL-based hash when a cache key is present:

# Snippet git-cache-vcl-hash : 10
if (req.http.X-Git-Cache-Key) {
set req.hash += req.http.X-Git-Cache-Key;
return(hash);
}

The vcl_fetch snippet caches 200 responses that carry the X-Git-Cacheable signal from Nginx:

# Snippet git-cache-vcl-fetch : 100
if (req.http.X-Git-Cache-Key) {
if (beresp.status == 200 && beresp.http.X-Git-Cacheable == "1") {
set beresp.http.Surrogate-Key = "git-cache " regsub(req.url.path, "/git-upload-pack$", "");
set beresp.cacheable = true;
set beresp.ttl = 30d;
set beresp.http.X-Git-Cache-Key = req.http.X-Git-Cache-Key;
unset beresp.http.Cache-Control;
unset beresp.http.Pragma;
unset beresp.http.Expires;
unset beresp.http.Set-Cookie;
return(deliver);
}
set beresp.ttl = 0s;
set beresp.cacheable = false;
return(deliver);
}

The Surrogate-Key line tags each cached object with both a global git-cache key and the repository path. This enables targeted purging — a single repository’s cache can be flushed with fastly purge --key "/GNOME/glib", or all git cache at once with fastly purge --key "git-cache".

The 30-day TTL is deliberately long. Git pack data is content-addressed: a pack for a given set of want/have lines will always be the same. As long as the objects exist in the repository, the cached pack is valid. The only case where a cached pack could be wrong is if objects were deleted (force-push that drops history, for instance), which is rare and, on GNOME’s GitLab, made even rarer by the Gitaly custom hooks we run to prevent force-pushes and history rewrites on protected namespaces. In those cases the cache version prefix would force a key change rather than relying on TTL expiry.

The X-Git-Cacheable header is intentionally not unset in vcl_fetch. This is important for the shielding architecture: when the shield caches the object, the stored headers include X-Git-Cacheable: 1. When the edge later fetches this object from the shield, the edge’s own vcl_fetch sees the header and knows it is safe to cache locally. If vcl_fetch stripped the header, the edge would never cache — every request would be a local miss that has to travel back to the shield.

The cleanup happens in vcl_deliver, which runs last before the response reaches the client:

# Snippet git-cache-vcl-deliver : 100
if (req.http.X-Git-Cache-Key) {
set resp.http.X-Git-Cache-Status = if(fastly_info.state ~ "HIT(?:-|\z)", "HIT", "MISS");
unset resp.http.X-Git-Original-Body;
if (!req.http.Fastly-FF) {
unset resp.http.X-Git-Cacheable;
unset resp.http.X-Git-Cache-Key;
}
}

The Fastly-FF check distinguishes between inter-POP traffic (shield-to-edge) and the final client response. Fastly-FF is set when the request comes from another Fastly node. On the shield, where the request came from the edge, internal headers like X-Git-Cacheable and X-Git-Cache-Key are preserved — the edge’s vcl_fetch needs them. On the edge, where the request came from the actual client, those headers are stripped from the final response. Only X-Git-Cache-Status is exposed to clients for observability.

The POST-to-GET conversion

This is probably the most unusual part of the design. Fastly’s consistent hashing and shield routing only works for GET requests. POST requests always go straight to origin. Fastly does provide a way to force POST responses into the cache — by returning pass in vcl_recv and setting beresp.cacheable in vcl_fetch — but it is a blunt instrument: there is no consistent hashing, no shield collapsing, and no guarantee that two nodes in the same POP will ever share the cached result.

By converting the POST to a GET in VCL, encoding the body in a header (X-Git-Original-Body), and using a body-derived SHA256 as the cache key, we get consistent hashing and shield-level request collapsing for free. The VCL uses the X-Git-Cache-Key header (not the URL or method) as the cache key, so the GET conversion is invisible to the caching logic.

Fastly’s shield feature routes cache misses through a designated shield node before going to origin. When two different edge nodes both get a MISS for the same cache key simultaneously, the shield node collapses them into a single origin request. This is important because without it, a burst of CI jobs fetching the same commit would all miss, all go to origin in parallel, and GitLab would end up generating the same pack multiple times.

Protecting private repositories

Private repository traffic must never be cached — that would mean storing authenticated git content in a third-party cache and serving it to arbitrary clients. The protection relies on two independent layers.

Layer 1: cache population is restricted. The cache can only be populated when Lua signals cacheability via X-Git-Cacheable: 1. Lua only signals cacheability when the request is either unauthenticated (by definition accessing a public repo) or authenticated for a repo that is not on the Valkey denylist. For private repos, Lua does not signal cacheability, so vcl_fetch sets ttl=0 and cacheable=false — the response is delivered but never stored.

Layer 2: the Valkey denylist. A webhook service listens for GitLab project_create and project_update system hooks. When a project’s visibility is set to private (level 0), the webhook sets a git:deny:<path> key in Valkey. When visibility changes to internal (level 10) or public (level 20), the key is removed. A periodic reconciliation job (reconcile.py) syncs the full denylist against the GitLab API to correct any drift from missed events.

On a cache miss for an authenticated request, Lua checks the denylist:

• Repo is on the denylist (private): Authorization is preserved, cacheability is not signaled. The request proxies to GitLab with credentials intact, GitLab validates the token, the response is returned but never cached.
• Repo is not on the denylist (public/internal): Authorization is preserved (internal repos require it for GitLab to return 200), cacheability is signaled. The response is cached for future requests.
• Valkey is unreachable or returns an error: treated the same as denied — Authorization is preserved, cacheability is not signaled. This fail-closed design means infrastructure failures result in cache misses, never in data leaks.

The denylist only needs to track private repositories, which are a small fraction of the total on GNOME’s GitLab instance. A private repo’s packfile can never enter the cache through two independent mechanisms: the denylist prevents Lua from signaling cacheability, and even if the denylist were somehow wrong, an unauthenticated request to a private repo returns a 401 from GitLab — which vcl_fetch does not cache (it only caches 200 + X-Git-Cacheable).

The Lua layer

With the VCL handling body hashing, the POST-to-GET conversion, and the cache lookup for all requests, the Lua script runs on cache misses that reach origin. Both authenticated and unauthenticated requests can arrive here. The script’s responsibilities are:

1. Detect that the request arrived from Fastly with an encoded body (the X-Git-Original-Body header).
2. Decode and restore the original POST.
3. For authenticated requests, check the Valkey denylist to determine if the repository is private.
4. Signal back to Fastly whether the response is safe to cache.

local redis_helper = require("redis_helper")

local redis_host = os.getenv("REDIS_HOST")
local redis_port = os.getenv("REDIS_PORT")

local encoded_body = ngx.req.get_headers()["X-Git-Original-Body"]
if not encoded_body then
 return
end

local body = ngx.decode_base64(encoded_body)
ngx.req.read_body()
ngx.req.set_method(ngx.HTTP_POST)
ngx.req.set_body_data(body)
ngx.req.set_header("Content-Length", tostring(#body))
ngx.req.clear_header("X-Git-Original-Body")

if ngx.req.get_headers()["X-Git-Auth-Passthrough"] then
 ngx.req.clear_header("X-Git-Auth-Passthrough")

 local uri = ngx.var.uri
 local repo_path = uri:match("^/(.+)/git%-upload%-pack$")
 if repo_path then
 repo_path = repo_path:gsub("%.git$", "")
 end

 local denied, err = redis_helper.is_denied(redis_host, redis_port, repo_path)

 if err then
 ngx.log(ngx.WARN, "git-cache: Redis error for ", repo_path, ": ", err,
 " — keeping auth, skipping cache")
 end

 if err or denied then
 return
 end

 ngx.ctx.git_cacheable = true
else
 ngx.req.clear_header("Authorization")
 ngx.ctx.git_cacheable = true
end

The two branches handle the authenticated and unauthenticated paths. When X-Git-Auth-Passthrough is present, the request came from a CI runner or API client. Lua checks the denylist: if the repo is private or Valkey is unreachable, the script returns early — Authorization stays on the request (so GitLab can validate it), and git_cacheable is never set (so the response is not cached). If the repo is not denied, Authorization is preserved and cacheability is signaled. The Authorization header is kept rather than stripped because internal repositories (visibility level 10) require authentication for git operations — stripping it would cause GitLab to return a 401. Public repos work with or without credentials, so keeping the header is safe for both.

For unauthenticated requests (no passthrough flag), Authorization is stripped and cacheability is signaled unconditionally — these are by definition accessing public repositories.

The early return for denied or errored lookups is the fail-closed behavior. The request still proxies to GitLab (the proxy_pass directive in the Nginx location block runs after Lua), but without the cacheable signal, vcl_fetch will not store the response.

The ngx.ctx.git_cacheable flag is picked up by the header_filter_by_lua_block in the Nginx configuration, which translates it into the X-Git-Cacheable: 1 response header that vcl_fetch checks:

location ~ /git-upload-pack$ {
 client_body_buffer_size 5m;
 client_max_body_size 5m;

 access_by_lua_file /etc/nginx/lua/git_upload_pack.lua;

 header_filter_by_lua_block {
 if ngx.ctx.git_cacheable then
 ngx.header["X-Git-Cacheable"] = "1"
 end
 }

 proxy_pass http://gitlab-webservice;
 ...
}

Debugging the rollout

The rollout surfaced a few issues worth documenting for anyone building a similar setup on Fastly.

Shielding introduces a second vcl_recv execution. When the edge forwards a cache miss to the shield, the shield runs the entire VCL pipeline from scratch. The POST-to-GET conversion in vcl_recv checks for req.request == "POST", but on the shield the request is already a GET. Without the fallback if (req.http.X-Git-Cache-Key) block, the shield’s vcl_recv would fall through to the segmented caching snippet and return(pass) — making the shield unable to cache anything.

Response headers must survive the shield-to-edge hop. vcl_fetch and vcl_deliver both run on each node independently. If vcl_fetch on the shield strips a header after caching the object, the stored object will not have that header. When the edge fetches from the shield, the edge’s vcl_fetch will not see it. The solution is to only strip internal headers in vcl_deliver on the final client response, using Fastly-FF to distinguish inter-POP traffic from client traffic.

Fastly’s req.body is limited to 8 KB. VCL can only inspect the first 8192 bytes of a request body. For the vast majority of git fetch negotiations — especially shallow clones and CI pipelines fetching recent commits — the body is well under this limit. Requests with larger bodies (deep fetches with many have lines) fall through to return(pass) and are handled directly by GitLab without caching. This is an acceptable tradeoff: those large-body requests are typically unique negotiations that would not benefit from caching anyway.

Git protocol v1 clients are not cached. The VCL filters on command=fetch, which is a Git protocol v2 construct. Protocol v1 uses a different body format (want/have lines without the command= prefix). Since protocol v2 has been the default since git 2.26 (March 2020), the vast majority of traffic benefits from caching. Protocol v1 clients still work correctly — they simply bypass the cache.

Internal repositories require authentication for git operations. An early version of the Lua script stripped Authorization for any repo not on the denylist, assuming that “not private” meant “accessible without credentials.” Internal repositories (visibility level 10) are not on the denylist — their content is not sensitive — but GitLab still requires authentication for git clone/fetch operations on them. Stripping credentials produced a 401 from GitLab. The fix was to preserve Authorization for all authenticated requests that pass the denylist check, regardless of whether the repo is public or internal. Public repos accept the header harmlessly; internal repos require it.

How we got here

The current architecture is the result of two iterations. The sections above describe the final design; this section documents the path we took to get there.

Iteration 1: Separate CDN service with Lua-driven caching

The first version used a separate Fastly CDN service (cdn.gitlab.gnome.org) as the cache layer, with Nginx doing most of the heavy lifting in Lua:

flowchart TD
client["Git client / CI runner"]
gitlab_gnome["gitlab.gnome.org (Nginx reverse proxy)"]
nginx["OpenResty Nginx"]
lua["Lua: git_upload_pack.lua"]
cdn_origin["/cdn-origin internal location"]
fastly_cdn["Fastly CDN"]
origin["gitlab.gnome.org via its origin (second pass)"]
gitlab["GitLab webservice"]
valkey["Valkey denylist"]
webhook["gitlab-git-cache-webhook"]
gitlab_events["GitLab project events"]
client --> gitlab_gnome
gitlab_gnome --> nginx
nginx --> lua
lua -- "check denylist" --> valkey
lua -- "private repo: BYPASS" --> gitlab
lua -- "public/internal: internal redirect" --> cdn_origin
cdn_origin --> fastly_cdn
fastly_cdn -- "HIT" --> cdn_origin
fastly_cdn -- "MISS: origin fetch" --> origin
origin --> gitlab
gitlab_events --> webhook
webhook -- "SET/DEL git:deny:" --> valkey

In this design, the Lua script did everything: read the POST body, SHA256-hash it to build a cache key, check a Valkey denylist to exclude private repositories, convert the POST to a GET, encode the body in a header, and perform an internal redirect to a /cdn-origin location that proxied to the CDN. On a cache miss, the CDN would fetch from gitlab.gnome.org directly (the “second pass”), where Lua would detect the origin fetch, decode the body, restore the POST, and proxy to GitLab.

Private repositories were protected by a denylist stored in Valkey. A small FastAPI webhook service (gitlab-git-cache-webhook) listened for GitLab system hooks on project_create and project_update events, maintaining git:deny:<path> keys for private repositories (visibility level 0). Internal repositories (level 10) were treated the same as public (level 20) since they are accessible to any authenticated user on the instance.

The Lua script for this design was substantially more complex:

local resty_sha256 = require("resty.sha256")
local resty_str = require("resty.string")
local redis_helper = require("redis_helper")

local redis_host = os.getenv("REDIS_HOST") or "localhost"
local redis_port = os.getenv("REDIS_PORT") or "6379"

-- Second pass: request arriving from CDN origin fetch.
if ngx.req.get_headers()["X-Git-Cache-Internal"] then
 local encoded_body = ngx.req.get_headers()["X-Git-Original-Body"]
 if encoded_body then
 ngx.req.read_body()
 local body = ngx.decode_base64(encoded_body)
 ngx.req.set_method(ngx.HTTP_POST)
 ngx.req.set_body_data(body)
 ngx.req.set_header("Content-Length", tostring(#body))
 ngx.req.clear_header("X-Git-Original-Body")
 end
 return
end

And on the first pass, it handled hashing, denylist checks, and the CDN redirect:

if not body:find("command=fetch", 1, true) then
 ngx.header["X-Git-Cache-Status"] = "BYPASS"
 return
end

local sha256 = resty_sha256:new()
sha256:update(body)
local body_hash = resty_str.to_hex(sha256:final())
local cache_key = "v2:" .. repo_path .. ":" .. body_hash

local denied, err = redis_helper.is_denied(redis_host, redis_port, repo_path)
if denied then return end

ngx.req.clear_header("Authorization")
ngx.req.set_header("X-Git-Original-Body", ngx.encode_base64(body))
ngx.req.set_method(ngx.HTTP_GET)
ngx.req.set_body_data("")
return ngx.exec("/cdn-origin" .. uri)

The CDN’s VCL was relatively simple — it used X-Git-Cache-Key for the hash, routed through a shield, and cached 200 responses for 30 days.

This architecture worked, but it had two significant limitations that led to the current design.

Iteration 2: Edge caching with CI runner participation

The first problem with the separate CDN service was geographic. Nginx runs in AWS us-east-1, so from Fastly’s perspective the only client of the CDN was that single instance in Virginia. Every request entered through the IAD POP, which meant the CDN’s edge POPs around the world were never populated. A CI runner in Europe would have its request travel from a European Fastly POP to IAD, then to Nginx, then back to Fastly IAD, and then all the way back — crossing the Atlantic twice for every cache miss.

The fix was to eliminate the separate CDN service and move all the caching logic into the gitlab.gnome.org Fastly service itself. The key insight was that the POST-to-GET conversion and body hashing could happen in Fastly’s VCL rather than in Lua — Fastly provides digest.hash_sha256() and digest.base64() functions that operate directly on req.body. By doing the conversion at the CDN edge, every POP in the network became a potential cache node for git traffic.

The second problem was that the original denylist approach had two flaws. First, its error handling was fail-open: a Valkey connection error would cause the Lua script to assume the repo was public and strip credentials — the wrong default. Second, even after briefly replacing the denylist with a simple VCL auth bypass (return(pass) for any request with Authorization), CI runners were left completely uncached. GitLab CI always injects a CI_JOB_TOKEN into every job, and the runner authenticates with Authorization: Basic <gitlab-ci-token:TOKEN> regardless of whether the repository is public or private. With the auth bypass, every CI clone skipped the cache entirely — safe, but it left the biggest source of redundant traffic unserved.

The current design solves both problems. VCL flags authenticated requests with X-Git-Auth-Passthrough instead of bypassing the cache, letting them participate in cache lookups. On a hit, the cached packfile is served immediately. On a miss, the request reaches Lua at origin, where the flag triggers a denylist check against Valkey — the same denylist and webhook infrastructure from iteration 1, re-deployed with one critical change: fail-closed error handling. A Valkey error or missing connection causes Lua to preserve Authorization and skip cacheability signaling. The request still works (GitLab validates the token and serves the packfile), but the response is not cached. Infrastructure failures result in cache misses, never in data leaks.

The denylist only tracks private repositories (visibility level 0), which are a small fraction of the total on GNOME’s GitLab. Public and internal repositories pass the denylist check, and Lua signals cacheability while preserving the Authorization header — internal repos require it for GitLab to return 200, and public repos accept it harmlessly.

Conclusions

The system has been running in production since April 2026 and has gone through two iterations to reach its current form. Packfiles are cached at Fastly edge POPs worldwide — a CI runner in Europe gets a cache hit served from a European POP rather than making a round trip to the US East coast.

The moving parts are Fastly’s VCL, an OpenResty Nginx instance with a ~30-line Lua script, a Valkey instance storing the private repository denylist, and a small webhook service that keeps the denylist synchronized with GitLab. Private repositories are protected by two independent layers: the Valkey denylist (which prevents cacheability signaling) and GitLab’s own authentication (which rejects unauthenticated access).

If something goes wrong with the cache layer, requests fall through to GitLab directly — the same path they took before caching existed. There is no failure mode where caching breaks git operations. This also means we don’t redirect any traffic to github.com anymore.

That should be all for today, stay tuned!

In our previous episode we wrote a merge sort implementation that runs a bit faster than the one in stdlibc++. The question then becomes, could it be made even faster. If you go through the relevant literature one potential improvement is to do a multiway merge. That is, instead of merging two arrays into one, you merge four into one using, for example, a priority queue.

This seems like a slam dunk for performance.

• Doubling the number of arrays to merge at a time halves the number of total passes needed
• The priority queue has a known static maximum size, so it can be put on the stack, which is guaranteed to be in the cache all the time
• Processing an element takes only log(#lists) comparisons

Why is this so? Maybe there are bugs that cause it to do extra work? Assuming that is not the case, what actually is? Measuring seems to indicate that a notable fraction of the runtime is spent in the priority queue code. Beyond that I got very little to nothing.

The best hypotheses I could come up with has to with the number of comparisons made. A classical merge sort does two if statements per output elements. One to determine which of the two lists has a smaller element at the front and one to see whether removing the element exhausted the list. The former is basically random and the latter is always false except when the last element is processed. This amounts to 0.5 mispredicted branches per element per round.

A priority queue has to do a bunch more work to preserve the heap property. The first iteration needs to check the root and its two children. That's three comparisons for value and two checks whether the children actually exist. Those are much less predictable than the comparisons in merge sort. Computers are really efficient at doing simple things, so it may be that the additional bookkeeping is so expensive that it negates the advantage of fewer rounds.

Or maybe it's something else. Who's to say? Certainly not me. If someone wants to play with the code, the implementation is here. I'll probably delete it at some point as it does not have really any advantage over the regular merge sort.

There was a silly little project I’d tried to encourage many folks to attempt last summer. Sri picked it up back in September and after many months, I decided to wrap it up and publish what’s there.

The intention is a simple, 2-sided A4 that folks can print and give out at repair cafes, like the End of 10 event series. Here’s the original issue, if you’d like to look at the initial thought process.

When I hear fairly technical folks talk about Linux in 2026, I still consistently hear things like “I don’t want to use the command line.” The fact that Spotify, Discord, Slack, Zoom, and Steam all run smoothly on Linux is far removed from these folks’ conception of the Linux desktop they might have formed back in 2009. Most people won’t come to Linux because it’s free of shlop and ads — they’re accustomed to choking on that stuff. They’ll come to Linux because they can open a spreadsheet for free, play Slay The Spire 2, or install Slack even though they promised themselves they wouldn’t use their personal computer for work.

The GNOME we all know and love is one we take for granted… and the benefits of which we assume everyone wants. But the efficiency, the privacy, the universality, the hackability, the gorgeous design, and the lack of ads? All these things are the icing on the cake. The cake, like it or not, is installing Discord so you can join the Sunday book club.

Here’s the A4. And here’s a snippet:

If you try this out at a local repair cafe, I’d love to know which bits work and which don’t. Good luck!

It’s been a while since we last shared a major update of Graphs. We’ve had a few minor releases, but the last time we had a substantial feature update was over two years ago.

This does not mean that development has stalled, to the contrary. But we’ve been working hard on some major changes that took some time to get completely right. Now after a long development cycle, we’re finally getting close enough to a release to be able to announce an official beta period. In this blog, I’ll try to summarize most of the changes in this release.

New data types

In previous version of Graphs, all data types are treated equally. This means that an equation is actually just regular data that is generated when loading. Which is fine, but it also means that the span of the equation is limited, the equation cannot be changed afterward, and operations on the equation will not be reflected in the equation name. In Graphs 2.0, we have three distinct data types: Datasets, Generated Datasets and Equations.

Datasets are the regular, imported data that you all know and love. Nothing really has changed here. Generated Datasets are essentially the same as regular datasets, but the difference is that these datasets are generated from an equation. They work the same as regular datasets, but for generated datasets you can change the equation, step size and the limits after creating the item. Finally, the major new addition is the concept of equations. As the name implies, equations are generated based on an equation you enter, but they span an infinite range. Furthermore, operations you perform on equations are done analytically. Meaning if you translate the equation `y = 2x + 3` with 3 in the y-direction, it will change to `y = 2x + 6`. If you perform a derivative, the equation will change to `y = 2x` etcetera. This is a long-requested feature, and has been made possible thanks to the magic of sympy and some trickery on the canvas. Below, there’s a video that demonstrates these three data types.

Revamped Style Editor

We have redesigned the style editor, where we now show a live preview of the edited styles. This has been a pain point in the past, when you edit styles you cannot see how it actually affects the canvas. Now the style editor immediately tells you how it will affect a canvas, making it much easier to change the style exactly to your preferences.

We have also added the ability to import styles. Since Graphs styles are based on matplotlib styles, most features from a matplotlib style generally work. Similarly, you can now export your styles as well making it easier to share your style or simply to send it to a different machine. Finally, the style editor can be opened independently of Graphs. By opening a Graphs style from your file explorer, you can change the style without having to open Graphs.

We also added some new options, such as the ability to style the new error bars. But also the option to draw tick labels (so the values) on all axes that have ticks.

Improved data import

We have completely reworked the way data is imported. Under the hood, our modules are completely modular making it possible to add new parsers without having to mess with the code. Thanks to this rework, we have added support for spreadsheets (LibreOffice .ods and Microsoft Office .xlxs) and for sqlite databases files. The UI automatically updates accordingly. For example for spreadsheets, columns are imported by the column name (alphabetical letter) instead of an index, while sqlite imports show the tables present in the database.

Furthermore, the import dialog has been improved. It is not possible to add multiple files at once, or import multiple datasets from the same file. Settings can be adjusted for each dataset individually. And you can even import just from a single column. We also added the ability to import error-bars on either axes, and added some pop-up buttons that explain certain settings.

Error bars

I mentioned this in the previous paragraph, but as it’s a feature that’s been requested multiple times I thought it’d be good to state this explicitly as well. We now added support for error bars. Error bars can easily be set on the import dialog, and turned on and off for each axis when editing the item.

Singularity handling

The next version of Graph will also finally handle singularities properly, so equations that have infinite values in them will be rendered as they should be. What was happening in the old version, was that for equations with values that go to infinity and then flip sign, that the line was drawn from the maximum value to the minimum value. Even though there are no values in between. Furthermore, since we render a finite amount of datapoints, the lines don’t go up to infinity either, giving misleading Graphs.

This is neatly illustrated in the pictures below. The values go all the way up to infinity like they should, and Graphs neatly knows that the line is not continuous, so it does not try to draw a straight line going from plus to minus infinity.

Reworked Curve fitting

The curve fitting has been reworked completely under the hood. While the changes may not be that obvious as a user, the code has basically been completely replaced. The most important change is that the confidence band is now calculated completely correctly using the delta-method. Previously a naive approach was used where the limits were calculated using the standard deviation each parameter. This does not hold up well in most cases though. The parameter values that are given are also no longer rounded in the new equation names (e.g. 421302 used to be rounded to 421000). More useful error messages are provided when things go wrong, custom equations now have an apply button which improves smoothness when entering new equations, the root mean squared error is added as a second goodness-of-fit measure, you can now check out the residuals of your fit. The residuals can be useful to check if your fit is physically correct. A good fit will show residuals scattered randomly around zero with no visible pattern. A systematic pattern in the residuals, such as a curve or a trend suggests that the chosen model may not be appropriate for the data.

UI changes

We’ve tweaked the UI a bit all over the place. But one particular change that is worth to highlight, is that we have moved the item and figure settings to the sidebar. The reason for this, is that the settings are typically used to affect the canvas so you don’t want to lose sight of how your setting affects the canvas while you’re updating. For example, when setting the axes limits, you want to see how your graph looks with the new limit, having a window obstructing the view does not help.

Another nice addition is that you can now simply click on a part of the canvas, such as the limits, and it will immediately bring you to the figure settings with the relevant field highlighted. See video below.

Mobile screen support

With the upcoming release, we finally have full support for mobile devices. See here a quick demonstration on an old OnePlus 6:

Figure exporting

One nice addition is the improved figure export. Instead of simply taking the same canvas as you see on the screen, you can now explicitly set a certain resolution. This is vital if you have a lot of figures in the same work, or need to publish your figures in academic journals, and you need consistency both in size and in font sizes. Of course, you can still use the previous setting and have the same size as in the application.

More quality of life changes

The above are just a highlight of some major feature updates. But there’s a large amount of features that we added. Here’s a rapid-fire list of other niceties that we added:

• • Multiple instances of Graphs can now be open at the same time
  • Data can now be imported by drag-and-drop
  • The subtitle finally shows the full file path, even in the isolated Flatpak
  • Custom transformations have gotten more powerful with the addition of new variables to use
  • Graphs now inhibits the session when unsaved data is still open
  • Added support for base-2 logarithmic scaling
  • Warnings are now displayed when trying to open a project from a beta version

And a whole bunch of bug-fixes, under-the-hood changes, and probably some features I have forgotten about. Overall, it’s our biggest update yet by far, and I am excited to finally be able to share the update soon.

As always, thanks to everyone who has been involved in this version. Graphs is not a one-person project. The bulk of the maintenance is done by me and Christoph, the other maintainer. And of course, we should thank the entire community. Both within GNOME projects (such as help from the design team, and the translation team), as well as outsiders that come with feedback, report or plain suggestions.

Getting the beta

This release is still in beta while we are ironing out the final issues. The expected release date is somewhere in the second week of may. In the meantime, feel free to test the beta. We are very happy for any feedback, especially in this period!

You can get the beta directly from flathub. First you need to add the flathub beta remote:

flatpak remote-add --if-not-exists flathub-beta https://flathub.org/beta-repo/flathub-beta.flatpakrepo


Then, you can install the application:
flatpak install flathub-beta se.sjoerd.Graphs


To run the beta version by default, the following command can be used:

sudo flatpak make-current se.sjoerd.Graphs beta


Note that the sudo is neccesary here, as it sets the current branch on the system level. To install this on a per-user basis, the flag –user can be used in the previous commands. To switch back to the stable version simply run the above command replacing beta with stable.

The beta branch on update should get updated somewhat regularly. If you don’t feel like using the flathub-beta remote, or want the latest build. You can also get the release from the GitLab page, and build it in GNOME Builder.

Back in 2019, we undertook a radical overhaul of how GNOME app icons work. The old Tango-era style required drawing up to seven separate sizes per icon and a truckload of detail. A task so demanding that only a handful of people could do it. The "new" style is geometric, colorful, but mainly achievable. Redesigning the system was just the first step. We needed to actually get better icons into the hands of app developers, as those should be in control of their brand identity. That's where app-icon-requests came in.

As of today, the project has received over a hundred icon requests. Each one represents a collaboration between a designer and a developer, and a small but visible improvement to the Linux desktop.

How It Works

Ideally if a project needs a quick turnaround and direct control over the result, the best approach remains doing it in-house or commission a designer.

But if you're not in a rush, and aim to be a well designed GNOME app in particular, you can make use of the idle time of various GNOME designers. The process is simple. If you're building an app that follows the GNOME Human Interface Guidelines, you can open an icon request. A designer from the community picks up the issue, starts sketching ideas, and works with you until the icon is ready to ship. If your app is part of GNOME Circle or is aiming to join, you're far more likely to get a designer's attention quickly.

The sketching phase is where the real creative work happens. Finding the right metaphor for what an app does, expressed in a simple geometric shape. It's the part I enjoy most, and why I've been sharing my Sketch Friday process on Mastodon for over two years now (part 2). But the project isn't about one person's sketches. It's a team effort, and the more designers join, the faster the backlog shrinks.

Highlights

Here are a few of the icons that came through the pipeline. Each started as a GitLab issue and ended up as pixels on someone's desktop.

Alpaca, an AI chat client, went through several rounds of sketching to find just the right llama. Bazaar, an alternative to GNOME Software, took eight months and 16 comments to go from a shopping basket concept through a price tag to the final market stall. Millisecond, a system tuning tool for low-latency audio, needed several rounds to land on the right combination of stopwatch and waveform. Field Monitor shows how multiple iterations narrow down the concept. And Exhibit, the 3D model viewer, is one of my personal favorites.

You can browse all 127 completed icons to see the full range — from core GNOME apps to niche tools on Flathub.

Papers: From Sketch to Ship

To give a sense of what the process looks like up close, here's Papers — the GNOME document viewer. The challenge was finding an icon that says "documents" without being yet another generic file icon.

The early sketches explored different angles — a magnifying glass over stacked pages, reading glasses resting on a document. The final icon kept the reading glasses and the stack of colorful papers, giving it personality while staying true to what the app does. The whole thing played out in the GitLab issue, with the developer and designer going back and forth until both were happy.

While the new icon style is far easier to execute than the old high-detail GNOME icons, that doesn't mean every icon is quick. The hard part was never pushing pixels — it's nailing the metaphor. The icon needs to make sense to a new user at a glance, sit well next to dozens of other icons, and still feel like this app to the person who built it. Getting that right is a conversation between the designer's aesthetic judgment and the maintainer's sense of identity and purpose, and sometimes that conversation takes a while.

Bazaar is a good example.

The app was already shipping with the price tag icon when Tobias Bernard — who reviews apps for GNOME Circle — identified its shortcomings and restarted the process. That kind of quality gate is easy to understate, but it's a big part of why GNOME apps look as consistent as they do. Tobias is also a prolific icon designer himself, frequently contributing icons to key projects across the ecosystem. In this case, the sketches went from a shopping basket through the price tag to a market stall with an awning — a proper bazaar. Sixteen comments and eight months later, the icon shipped.

Get Involved

There are currently 20 open icon requests waiting for a designer. Recent ones like Kotoba (a Japanese dictionary), Simba (a Samba manager), and Slop Finder haven't had much activity yet and could use a designer's attention.

If you're a designer, or want to become one, this is a great place to start contributing to Free software. The GNOME icon style was specifically designed to be approachable: bold shapes, a defined color palette, clear guidelines. Tools like Icon Preview and Icon Library make the workflow smooth. Pick a request, start with a pencil sketch on paper, and iterate from there. There's also a dedicated Matrix room #appicondesign:gnome.org where icon work is discussed — it's invite-only due to spam, but feel free to poke me in #gnome-design or #gnome for an invitation. If you're new to Matrix, the GNOME Handbook explains how to get set up.

If you're an app developer, don't despair shipping with a placeholder icon. Follow the HIG, open a request, and a designer will help you out. If you're targeting GNOME Circle, a proper icon is part of the deal anyway.

A good icon is one of those small things that makes an app feel real — finished, polished, worth installing. Now that we actually have a place to browse apps, an app icon is either the fastest way to grab attention or make people skip. If you've got some design chops and a few hours to spare, pick an issue and start sketching.

Need a Fast Track?

If you need a faster turnaround or just want to work with someone who's been helping out with GNOME's visual identity for as long as I can remember — Hylke Bons offers app icon design for open source projects through his studio, Planet Peanut. Hylke has been a core contributor to GNOME's icon work for well over a decade. You'll be in great hands.

His service has a great freebie for FOSS projects — funded by community sponsors. You get three sketches to choose from, a final SVG, and a symbolic variant, all following the GNOME icon guidelines. If your project uses an OSI-approved license and is intended to be distributed through Flathub, you're eligible. Consider sponsoring his work if you can — even a small amount helps keep the pipeline going.

This winter I was bored and needed something new, so I spent lots of my free time disassembling and analysing Monster World IV for the SEGA Mega Drive. More specifically, I looked at the 2008 Virtual Console revision of the game, which adds an English translation to the original 1994 release.

My long term goal would be to fully disassemble and analyse the game, port it to C or Rust as I do, and then port it to the Game Boy Advance. I don’t have a specific reason to do that, I just think it’s a charming game from a dated but charming series, and I think the Monaster World series would be a perfect fit on the Game Boy Advance. Since a long time, I also wanted to experiment with disassembling or decompiling code, understanding what doing so implies, understanding how retro computing systems work, and understanding the inner workings of a game I enjoy. Also, there is not publicly available disassembly of this game as far as I know.

As Spring is coming, I sense my focus shifting to other projets, but I don’t want this work to be gone forever and for everyone, especially not for future me. Hence, I decided to publish what I have here, so I can come back to it later or so it can benefit someone else.

First, here is the Ghidra project archive. It’s the first time I used Ghidra and I’m certain I did plenty of things wrong, feedback is happily welcome! While I tried to rename things as my understanding of the code grew, it is still quite a mess of clashing name conventions, and I’m certain I got plenty of things wrong.

Then, here is the Rust-written data extractor. It documents how some systems work, both as code and actual documentation. It mainly extracts and documents graphics and their compression methods, glyphs and their compression methods, character encodings, and dialog scripts. Similarly, I’m not a Rust expert, I did my best but I’m certain there is area for improvement, and everything was constantly changing anyway.

There is more information that isn’t documented and is just floating in my head, such as how the entity system works, but I yet have to refine my understanding of it. Same goes for the optimimzations allowed by coding in assembly, such as using specific registers for commonly used arguments. Hopefully I will come back to this project and complete it, at least when it comes to disassembling and documenting the game’s code.

Red Hat just published the Accessibility Conformance Report (ACR) for Red Hat Enterprise Linux 10.

Accessibility Conformance Reports basically document how our software measures up against accessibility standards like WCAG and Section 508. Since RHEL 10 is built on GNOME 47, this report is a good look at how our stack handles various accessibility things from screen readers to keyboard navigation.

Getting a desktop environment to meet these requirements is a huge task and it’s only possible because of the work done by our community in projects like: Orca, GTK, Libadwaita, Mutter, GNOME Shell, core apps, etc…

Kudos to everyone in the GNOME project that cares about improving accessibility. We all know there’s a long way to go before desktop computing is fully accessible to everyone, but we are surely working on that.

If you’re curious about the state of accessibility in the 47 release or how these audits work, you can find the full PDF here.

This post attempts to explain how Huion tablet devices currently integrate into the desktop stack. I'll touch a bit on the Huion driver and the OpenTablet driver but primarily this explains the intended integration[1]. While I have access to some Huion devices and have seen reports from others, there are likely devices that are slightly different. Huion's vendor ID is also used by other devices (UCLogic and Gaomon) so this applies to those devices as well.

This post was written without AI support, so any errors are organic artisian hand-crafted ones. Enjoy.

The graphics tablet stack

First, a short overview of the ideal graphics tablet stack in current desktops. At the bottom is the physical device which contains a significant amount of firmware. That device provides something resembling the HID protocol over the wire (or bluetooth) to the kernel. The kernel typically handles this via the generic HID drivers [2] and provides us with an /dev/input/event evdev node, ideally one for the pen (and any other tool) and one for the pad (the buttons/rings/wheels/dials on the physical tablet). libinput then interprets the data from these event nodes, passes them on to the compositor which then passes them via Wayland to the client. Here's a simplified illustration of this:

Unlike the X11 api, libinput's API works both per-tablet and per-tool basis. In other words, when you plug in a tablet you get a libinput device that has a tablet tool capability and (optionally) a tablet pad capability. But the tool will only show up once you bring it into proximity. Wacom tools have sufficient identifiers that we can a) know what tool it is and b) get a unique serial number for that particular device. This means you can, if you wanted to, track your physical tool as it is used on multiple devices. No-one [3] does this but it's possible. More interesting is that because of this you can also configure the tools individually, different pressure curves, etc. This was possible with the xf86-input-wacom driver in X but only with some extra configuration, libinput provides/requires this as the default behaviour.

The most prominent case for this is the eraser which is present on virtually all pen-like tools though some will have an eraser at the tail end and others (the numerically vast majority) will have it hardcoded on one of the buttons. Changing to eraser mode will create a new tool (the eraser) and bring it into proximity - that eraser tool is logically separate from the pen tool and can thus be configured differently. [4]

Another effect of this per-tool behaviour is also that we know exactly what a tool can do. If you use two different styli with different capabilities (e.g. one with tilt and 2 buttons, one without tilt and 3 buttons), they will have the right bits set. This requires libwacom - a library that tells us, simply: any tool with id 0x1234 has N buttons and capabilities A, B and C. libwacom is just a bunch of static text files with a C library wrapped around those. Without libwacom, we cannot know what any individual tool can do - the firmware and kernel always expose the capability set of all tools that can be used on any particular tablet. For example: wacom's devices support an airbrush tool so any tablet plugged in will announce the capabilities for an airbrush even though >99% of users will never use an airbrush [5].

The compositor then takes the libinput events, modifies them (e.g. pressure curve handling is done by the compositor) and passes them via the Wayland protocol to the client. That protocol is a pretty close mirror of the libinput API so it works mostly the same. From then on, the rest is up to the application/toolkit.

Notably, libinput is a hardware abstraction layer and conversion of hardware events into others is generally left to the compositor. IOW if you want a button to generate a key event, that's done either in the compositor or in the application/toolkit. But the current versions of libinput and the Wayland protocol do support all hardware features we're currently aware of: the various stylus types (including Wacom's lens cursor and mouse-like "puck" devices) and buttons, rings, wheels/dials, and touchstrips on pads. We even support the rather once-off Dell Canvas Totem device.

Huion devices

Huion's devices are HID compatible which means they "work" out of the box but they come in two different modes, let's call them firmware mode and tablet mode. Each tablet device pretends to be three HID devices on the wire and depending on the mode some of those devices won't send events.

Firmware mode

This is the default mode after plugging the device in. Two of the HID devices exposed look like a tablet stylus and a keyboard. The tablet stylus is usually correct (enough) to work OOTB with the generic kernel drivers, it exports the buttons, pressure, tilt, etc. The buttons and strips/wheels/dials on the tablet are configured to send key events. For example, the Inspiroy 2S I have sends b/i/e/Ctrl+S/space/Ctrl+Alt+z for the buttons and the roller wheel sends Ctrl-/Ctrl= depending on direction. The latter are often interpreted as zoom in/out so hooray, things work OOTB. Other Huion devices have similar bindings, there is quite some overlap but not all devices have exactly the same key assignments for each button. It does of course get a lot more interesting when you want a button to do something different - you need to remap the key event (ideally without messing up your key map lest you need to type an 'e' later).

The userspace part is effectively the same, so here's a simplified illustration of what happens in kernel land:

Tablet mode

If you read a special USB string descriptor from the English language ID, the device switches into tablet mode. Once in tablet mode, the HID tablet stylus and keyboard devices will stop sending events and instead all events from the device are sent via the third HID device which consists of a single vendor-specific report descriptor (read: 11 bytes of "here be magic"). Those bits represent the various features on the device, including the stylus features and all pad features as buttons/wheels/rings/strips (and not key events!). This mode is the one we want to handle the tablet properly. The kernel's hid-uclogic driver switches into tablet mode for supported devices, in userspace you can use e.g. huion-switcher. The device cannot be switched back to firmware mode but will return to firmware mode once unplugged.

Once we have the device in tablet mode, we can get true tablet data and pass it on through our intended desktop stack. Alas, like ogres there are layers.

hid-uclogic and udev-hid-bpf

Historically and thanks in large parts to the now-discontinued digimend project, the hid-uclogic kernel driver did do the switching into tablet mode, followed by report descriptor mangling (inside the kernel) so that the resulting devices can be handled by the generic HID drivers. The more modern approach we are pushing for is to use udev-hid-bpf which is quite a bit easer to develop for. But both do effectively the same thing: they overlay the vendor-specific data with a normal HID report descriptor so that the incoming data can be handled by the generic HID kernel drivers. This will look like this:

Notable here: the stylus and keyboard may still exist and get event nodes but never send events[6] but the uclogic/bpf-enabled device will be proper stylus/pad event nodes that can be handled by libinput (and thus the rest), with raw hardware data where buttons are buttons.

Challenges

Because in true manager speak we don't have problems, just challenges. And oh boy, we collect challenges as if we'd be organising the olypmics.

hid-uclogic and libinput

First and probably most embarrassing is that hid-uclogic has a different way of exposing event nodes than what libinput expects. This is largely my fault for having focused on Wacom devices and internalized their behaviour for long years. The hid-uclogic driver exports the wheels and strips on separate event nodes - libinput doesn't handle this correctly (or at all). That'd be fixable but the compositors also don't really expect this so there's a bit more work involved but the immediate effect is that those wheels/strips will likely be ignored and not work correctly. Buttons and pens work.

udev-hid-bpf and huion-switcher

hid-uclogic being a kernel driver has access to the underlying USB device. The HID-BPF hooks in the kernel currently do not, so we cannot switch the device into tablet mode from a BPF, we need it in tablet mode already. This means a userspace tool (read: huion-switcher) triggered via udev on plug-in and before the udev-hid-bpf udev rules trigger. Not a problem but it's one more moving piece that needs to be present (but boy, does this feel like the unix way...).

Huion's precious product IDs

By far the most annoying part about anything Huion is that until relatively recently (I don't have a date but maybe until 2 years ago) all of Huion's devices shared the same few USB product IDs. For most of these devices we worked around it by matching on device names but there were devices that had the same product id and device name. At some point libwacom and the kernel and huion-switcher had to implement firmware ID extraction and matching so we could differ between devices with the same 0256:006d usb IDs. Luckily this seems to be in the past now with modern devices now getting new PIDs for each individual device. But if you have an older device, expect difficulties and, worse, things to potentially break after firmware updates when/if the firmware identification string changes. udev-hid-bpf (and uclogic) rely on the firmware strings to identify the device correctly.

edit: and of course less than 24h after posting this I process a bug report about two completely different new devices sharing one of the product IDs

udev-hid-bpf and hid-uclogic

Because we have a changeover from the hid-uclogic kernel driver to the udev-hid-bpf files there are rough edges on "where does this device go". The general rule is now: if it's not a shared product ID (see above) it should go into udev-hid-bpf and not the uclogic driver. Easier to maintain, much more fire-and-forget. Devices already supported by udev-hid-bpf will remain there, we won't implement BPFs for those (older) devices, doubly so because of the aforementioned libinput difficulties with some hid-uclogic features.

Reverse engineering required

The newer tablets are always slightly different so we basically need to reverse-engineer each tablet to get it working. That's common enough for any device but we do rely on volunteers to do this. Mind you, the udev-hid-bpf approach is much simpler than doing it in the kernel, much of it is now copy-paste and I've even had quite some success to get e.g. Claude Code to spit out a 90% correct BPF on its first try. At least the advantage of our approach to change the report descriptor means once it's done it's done forever, there is no maintenance required because it's a static array of bytes that doesn't ever change.

Plumbing support into userspace

Because we're abstracting the hardware, userspace needs to be fully plumbed. This was a problem last year for example when we (slowly) got support for relative wheels into libinput, then wayland, then the compositors, then the toolkits to make it available to the applications (of which I think none so far use the wheels). Depending on how fast your distribution moves, this may mean that support is months and years off even when everything has been implemented. On the plus side these new features tend to only appear once every few years. Nonetheless, it's not hard to see why the "just sent Ctrl=, that'll do" approach is preferred by many users over "probably everything will work in 2027, I'm sure".

So, what stylus is this?

A currently unsolved problem is the lack of tool IDs on all Huion tools. We cannot know if the tool used is the two-button + eraser PW600L or the three-button-one-is-an-eraser-button PW600S or the two-button PW550 (I don't know if it's really 2 buttons or 1 button + eraser button). We always had this problem with e.g. the now quite old Wacom Bamboo devices but those pens all had the same functionality so it just didn't matter. It would matter less if the various pens would only work on the device they ship with but it's apparently quite possible to use a 3 button pen on a tablet that shipped with a 2 button pen OOTB. This is not difficult to solve (pretend to support all possible buttons on all tools) but it's frustrating because it removes a bunch of UI niceties that we've had for years - such as the pen settings only showing buttons that actually existed. Anyway, a problem currently in the "how I wish there was time" basket.

Summary

Overall, we are in an ok state but not as good as we are for Wacom devices. The lack of tool IDs is the only thing not fixable without Huion changing the hardware[7]. The delay between a new device release and driver support is really just dependent on one motivated person reverse-engineering it (our BPFs can work across kernel versions and you can literally download them from a successful CI pipeline). The hid-uclogic split should become less painful over time and the same as the devices with shared USB product IDs age into landfill and even more so if libinput gains support for the separate event nodes for wheels/strips/... (there is currently no plan and I'm somewhat questioning whether anyone really cares). But other than that our main feature gap is really the ability for much more flexible configuration of buttons/wheels/... in all compositors - having that would likely make the requirement for OpenTabletDriver and the Huion tablet disappear.

OpenTabletDriver and Huion's own driver

The final topic here: what about the existing non-kernel drivers?

Both of these are userspace HID input drivers which all use the same approach: read from a /dev/hidraw node, create a uinput device and pass events back. On the plus side this means you can do literally anything that the input subsystem supports, at the cost of a context switch for every input event. Again, a diagram on how this looks like (mostly) below userspace:

Note how the kernel's HID devices are not exercised here at all because we parse the vendor report, create our own custom (separate) uinput device(s) and then basically re-implement the HID to evdev event mapping. This allows for great flexibility (and control, hence the vendor drivers are shipped this way) because any remapping can be done before you hit uinput. I don't immediately know whether OpenTabletDriver switches to firmware mode or maps the tablet mode but architecturally it doesn't make much difference.

From a security perspective: having a userspace driver means you either need to run that driver daemon as root or (in the case of OpenTabletDriver at least) you need to allow uaccess to /dev/uinput, usually via udev rules. Once those are installed, anything can create uinput devices, which is a risk but how much is up for interpretation.

[1] As is so often the case, even the intended state does not necessarily spark joy
[2] Again, we're talking about the intended case here...
[3] fsvo "no-one"
[4] The xf86-input-wacom driver always initialises a separate eraser tool even if you never press that button
[5] For historical reasons those are also multiplexed so getting ABS_Z on a device has different meanings depending on the tool currently in proximity
[6] In our udev-hid-bpf BPFs we hide those devices so you really only get the correct event nodes, I'm not immediately sure what hid-uclogic does
[7] At which point Pandora will once again open the box because most of the stack is not yet ready for non-Wacom tool ids

Over the past week, I’ve been building goblint, a linter specifically designed for GObject-based C codebases.

If you know Rust’s clippy or Go’s go vet, think of goblint as the same thing for GObject/GLib.

Why this exists

A large part of the Linux desktop stack (GTK, Mutter, Pango, NetworkManager) is built on GObject. These projects have evolved over decades and carry a lot of patterns that predate newer GLib helpers, are easy to misuse, or encode subtle lifecycle invariants that nothing verifies.

This leads to issues like missing dispose/finalize/constructed chain-ups (memory leaks or undefined behavior), incorrect property definitions, uninitialized GError* variables, or function declarations with no implementation.

These aren’t theoretical. This GTK merge request recently fixed several missing chain-ups in example code.

Despite this, the C ecosystem lacks a linter that understands GObject semantics. goblint exists to close that gap.

What goblint checks

goblint ships with 35 rules across different categories:

• Correctness: Real bugs like non-canonical property names, uninitialized GError*, missing PROP_0
• Suspicious: Likely mistakes like missing implementations or redundant NULL checks
• Style: Idiomatic GLib usage (g_strcmp0, g_str_equal())
• Complexity: Suggests modern helpers (g_autoptr, g_clear_*, g_set_str())
• Performance: Optimizations like G_PARAM_STATIC_STRINGS or g_object_notify_by_pspec()
• Pedantic: Consistency checks (macro semicolons, matching declare/define pairs)

23 out of 35 rules are auto-fixable. You should apply fixes one rule at a time to review the changes:

goblint --fix --only use_g_strcmp0
goblint --fix --only use_clear_functions

CI/CD Integration

goblint fits into existing pipelines.

GitHub Actions

- name: Run goblint
  run: goblint --format sarif > goblint.sarif

- name: Upload SARIF results
  uses: github/codeql-action/upload-sarif@v3
  with:
    sarif_file: goblint.sarif

Results show up in the Security tab under "Code scanning" and inline on pull requests.

GitLab CI

goblint:
  image: ghcr.io/bilelmoussaoui/goblint:latest
  script:
    - goblint --format sarif > goblint.sarif
  artifacts:
    reports:
      sast: goblint.sarif

Results appear inline in merge requests.

Configuration

Rules default to warn, and can be tuned via goblint.toml:

min_glib_version = "2.40"  # Auto-disable rules for newer versions

[rules]
g_param_spec_static_name_canonical = "error"  # Make critical
use_g_strcmp0 = "warn"  # Keep as warning
use_g_autoptr_inline_cleanup = "ignore"  # Disable

# Per-rule ignore patterns
missing_implementation = { level = "error", ignore = ["src/backends/**"] }

You can adopt it gradually without fixing everything at once.

Try it

# Run via container
podman run --rm -v "$PWD:/workspace:Z" ghcr.io/bilelmoussaoui/goblint:latest

# Install locally
cargo install --git https://github.com/bilelmoussaoui/goblint goblint

# Usage
goblint              # Lint current directory
goblint --fix        # Apply automatic fixes
goblint --list-rules # Inspect available rules

The project is early, so feedback is especially valuable (false positives, missing checks, workflow issues, etc.).

Note: The project was originally named "goblin" but was renamed to "goblint" to avoid conflicts with the existing goblin crate for parsing binary formats.

GNOME Kiosk, the lightweight, specialized compositor continues to evolve In GNOME 50 by adding new configuration options and improving accessibility.

Window configuration

User configuration file monitoring

The user configuration file gets reloaded when it changes on disk, so that it is not necessary to restart the session.

New placement options

New configuration options to constrain windows to monitors or regions on screen have been added:

• lock-on-monitor: lock a window to a monitor.
• lock-on-monitor-area: lock to an area relative to a monitor.
• lock-on-area: lock to an absolute area.

These options are intended to replicate the legacy „Zaphod“ mode from X11, where windows could be tied to a specific monitor. It even goes further than that, as it allows to lock windows on a specific area on screen.

The window/monitor association also remains true when a monitor is disconnected. Take for example a setup where each monitor, on a multiple monitors configuration, shows different timetables. If one of the monitors is disconnected (for whatever reason), the timetable showing on that monitor should not be moved to another remaining monitor. The lock-on-monitor option prevents that.

Initial map behavior was tightened

Clients can resize or change their state before the window is mapped, so size, position, and fullscreen as set from the configuration could be skipped. Kiosk now makes sure to apply configured size, position, and fullscreen on first map when the initial configuration was not applied reliably.

Auto-fullscreen heuristics were adjusted

• Only normal windows are considered when checking whether another window already covers the monitor (avoids false positives from e.g. xwaylandvideobridge).
• The current window is excluded when scanning “other” fullscreen sized windows (fixes Firefox restoring monitor-sized geometry).
• Maximized or fullscreen windows are no longer treated as non-resizable so toggling fullscreen still works when the client had already maximized.

Compositor behavior and command-line options

New command line options have been added:

• --no-cursor: hides the pointer.
• --force-animations: forces animations to be enabled.
• --enable-vt-switch: restores VT switching with the keyboard.

The --no-cursor option can be used to hide the pointer cursor entirely for setups where user input does not involve a pointing device (it is similar to the -nocursor option in Xorg).

Animations can now be disabled using the desktop settings, and will also be automatically disabled when the backend reports no hardware-accelerated rendering for performance purpose. The option --force-animations can be used to forcibly enable animations in that case, similar to GNOME Shell.

The native keybindings, which include VT switching keyboard shortcuts are now disabled by default for kiosk hardening. Applications that rely on the user being able to switch to another console VT on Linux, such as e.g Anaconda, will need to explicit re-enable VT switching using --enable-vt-switch in their session.

These options need to be passed from the command line starting gnome-kiosk, which would imply updating the systemd definitions files, or better, create a custom one (taking example on the the ones provided with the GNOME Kiosk sessions).

Accessibility

Accessibility panel

An example of an accessibility panel is now included, to control the platform accessibility settings with a GUI. It is a simple Python application using GTK4.

(The gsettings options are also documented in the CONFIG.md file.)

Screen magnifier

Desktop magnification is now implemented, using the same settings as the rest of the GNOME desktop (namely screen-magnifier-enabled, mag-factor, see the CONFIG.md file for details).

It can can be enabled from the accessibility panel or from the keyboard shortcuts through the gnome-settings-daemon’s “mediakeys” plugin.

Accessibility settings

The default systemd session units now start the gnome-settings-daemon accessibility plugin so that Orca (the screen reader) can be enabled through the dedicated keyboard shortcut.

Notifications

• A new, optional notification daemon implements org.freedesktop.Notifications and org.gtk.Notifications using GTK 4 and libadwaita.
• A small utility to send notifications via org.gtk.Notifications is also provided.

Input sources

GNOME Kiosk was ported to the new Mutter’s keymap API which allows remote desktop servers to mirror the keyboard layout used on the client side.

Session files and systemd

• • X-GDM-SessionRegister is now set to false in kiosk sessions as GNOME Kiosk does not register the session itself (unlike GNOME Shell). That fixes a hang when terminating the session.
  • Script session: systemd is no longer instructed to restart the session when the script exits, so that users can logout of the script session when the script terminates.

Because I am bad at giving up on things, I’ve been running my own email server for over 20 years. Some of that time it’s been a PC at the end of a DSL line, some of that time it’s been a Mac Mini in a data centre, and some of that time it’s been a hosted VM. Last year I decided to bring it in house, and since then I’ve been gradually consolidating as much of the rest of my online presence as possible on it. I mentioned this on Mastodon and a couple of people asked for more details, so here we are.

First: my ISP doesn’t guarantee a static IPv4 unless I’m on a business plan and that seems like it’d cost a bunch more, so I’m doing what I described here: running a Wireguard link between a box that sits in a cupboard in my living room and the smallest OVH instance I can, with an additional IP address allocated to the VM and NATted over the VPN link. The practical outcome of this is that my home IP address is irrelevant and can change as much as it wants - my DNS points at the OVH IP, and traffic to that all ends up hitting my server.

The server itself is pretty uninteresting. It’s a refurbished HP EliteDesk which idles at 10W or so, along 2TB of NVMe and 32GB of RAM that I found under a pile of laptops in my office. We’re not talking rackmount Xeon levels of performance, but it’s entirely adequate for everything I’m doing here.

So. Let’s talk about the services I’m hosting.

Web

This one’s trivial. I’m not really hosting much of a website right now, but what there is is served via Apache with a Let’s Encrypt certificate. Nothing interesting at all here, other than the proxying that’s going to be relevant later.

Email

Inbound email is easy enough. I’m running Postfix with a pretty stock configuration, and my MX records point at me. The same Let’s Encrypt certificate is there for TLS delivery. I’m using Dovecot as an IMAP server (again with the same cert). You can find plenty of guides on setting this up.

Outbound email? That’s harder. I’m on a residential IP address, so if I send email directly nobody’s going to deliver it. Going via my OVH address isn’t going to be a lot better. I have a Google Workspace, so in the end I just made use of Google’s SMTP relay service. There’s various commerical alternatives available, I just chose this one because it didn’t cost me anything more than I’m already paying.

Blog

My blog is largely static content generated by Hugo. Comments are Remark42 running in a Docker container. If you don’t want to handle even that level of dynamic content you can use a third party comment provider like Disqus.

Mastodon

I’m deploying Mastodon pretty much along the lines of the upstream compose file. Apache is proxying /api/v1/streaming to the websocket provided by the streaming container and / to the actual Mastodon service. The only thing I tripped over for a while was the need to set the “X-Forwarded-Proto” header since otherwise you get stuck in a redirect loop of Mastodon receiving a request over http (because TLS termination is being done by the Apache proxy) and redirecting to https, except that’s where we just came from.

Mastodon is easily the heaviest part of all of this, using around 5GB of RAM and 60GB of disk for an instance with 3 users. This is more a point of principle than an especially good idea.

Bluesky

I’m arguably cheating here. Bluesky’s federation model is quite different to Mastodon - while running a Mastodon service implies running the webview and other infrastructure associated with it, Bluesky has split that into multiple parts. User data is stored on Personal Data Servers, then aggregated from those by Relays, and then displayed on Appviews. Third parties can run any of these, but a user’s actual posts are stored on a PDS. There are various reasons to run the others, for instance to implement alternative moderation policies, but if all you want is to ensure that you have control over your data, running a PDS is sufficient. I followed these instructions, other than using Apache as the frontend proxy rather than nginx, and it’s all been working fine since then. In terms of ensuring that my data remains under my control, it’s sufficient.

Backups

I’m using borgmatic, backing up to a local Synology NAS and also to my parents’ home (where I have another HP EliteDesk set up with an equivalent OVH IPv4 fronting setup). At some point I’ll check that I’m actually able to restore them.

Conclusion

Most of what I post is now stored on a system that’s happily living under a TV, but is available to the rest of the world just as visibly as if I used a hosted provider. Is this necessary? No. Does it improve my life? In no practical way. Does it generate additional complexity? Absolutely. Should you do it? Oh good heavens no. But you can, and once it’s working it largely just keeps working, and there’s a certain sense of comfort in knowing that my online presence is carefully contained in a small box making a gentle whirring noise.

gedit 50.0 has been released! Here are the highlights since version 49.0 from January. (Some sections are a bit technical).

No Large Language Models AI tools

The gedit project now disallows the use of LLMs for contributions.

The rationales:

Programming can be seen as a discipline between art and engineering. Both art and engineering require practice. It's the action of doing - modifying the code - that permits a deep understanding of it, to ensure correctness and quality.

When generating source code with an LLM tool, the real sources are the inputs given to it: the training dataset, plus the human commands.

Adding something generated to the version control system (e.g., Git) is usually frown upon. Moreover, we aim for reproducible results (to follow the best-practices of reproducible builds, and reproducible science more generally). Modifying afterwards something generated is also a bad practice.

Releasing earlier, releasing more often

To follow more closely the release early, release often mantra, gedit aims for a faster release cadence in 2026, to have smaller deltas between each version. Future will tell how it goes.

The website is now responsive

Since last time, we've made some efforts to the website. Small-screen-device readers should have a more pleasant experience.

libgedit-amtk becomes "The Good Morning Toolkit"

Amtk originally stands for "Actions, Menus and Toolbars Kit". There was a desire to expand it to include other GTK extras that are useful for gedit needs.

A more appropriate name would be libgedit-gtk-extras. But renaming the module - not to mention the project namespace - is more work. So we've chosen to simply continue with the name Amtk, just changing its scope and definition. And - while at it - sprinkle a bit of fun :-)

So there are now four libgedit-* modules:

• libgedit-gfls, aka "libgedit-glib-extras", currently for "File Loading and Saving";
• libgedit-amtk, aka "libgedit-gtk-extras" - it extends GTK for gedit needs at the exception of GtkTextView;
• libgedit-gtksourceview - it extends GtkTextView and is a fork of GtkSourceView, to evolve the library for gedit needs;
• libgedit-tepl - the Text Editor Product Line library, it provides a high-level API, including an application framework for creating more easily new text editors.

Note that all of these are still constantly in construction.

Some code overhaul

Work continues steadily inside libgedit-gfls and libgedit-gtksourceview to streamline document loading.

You might think that it's a problem solved (for many years), but it's actually not the case for gedit. Many improvements are still possible.

Another area of interest is the completion framework (part of libgedit-gtksourceview), where changes are still needed to make it fully functional under Wayland. The popup windows are sometimes misplaced. So between gedit 49.0 and 50.0 some progress has been made on this. The Word Completion gedit plugin works fine under Wayland, while the LaTeX completion with Enter TeX is still buggy since it uses more features from the completion system.

I published three Rust crates:

• name-to-handle-at: Safe, low-level Rust bindings for Linux name_to_handle_at and open_by_handle_at system calls
• pidfd-util: Safe Rust wrapper for Linux process file descriptors (pidfd)
• listen-fds: A Rust library for handling systemd socket activation

They might seem like rather arbitrary, unconnected things – but there is a connection!

systemd socket activation passes file descriptors and a bit of metadata as environment variables to the activated process. If the activated process exec’s another program, the file descriptors get passed along because they are not CLOEXEC. If that process then picks them up, things could go very wrong. So, the activated process is supposed to mark the file descriptors CLOEXEC, and unset the socket activation environment variables. If a process doesn’t do this for whatever reason however, the same problems can arise. So there is another mechanism to help prevent it: another bit of metadata contains the PID of the target. Processes can check it against their own PID to figure out if they were the target of the activation, without having to depend on all other processes doing the right thing.

PIDs however are racy because they wrap around pretty fast, and that’s why nowadays we have pidfds. They are file descriptors which act as a stable handle to a process and avoid the ID wrap-around issue. Socket activation with systemd nowadays also passes a pidfd ID. A pidfd ID however is not the same as a pidfd file descriptor! It is the 64 bit inode of the pidfd file descriptor on the pidfd filesystem. This has the advantage that systemd doesn’t have to install another file descriptor in the target process which might not get closed. It can just put the pidfd ID number into the $LISTEN_PIDFDID environment variable.

Getting the inode of a file descriptor doesn’t sound hard. fstat(2) fills out struct stat which has the st_ino field. The problem is that it has a type of ino_t, which is 32 bits on some systems so we might end up with a process identifier which wraps around pretty fast again.

We can however use the name_to_handle syscall on the pidfd to get a struct file_handle with a f_handle field. The man page helpfully says that “the caller should treat the file_handle structure as an opaque data type”. We’re going to ignore that, though, because at least on the pidfd filesystem, the first 64 bits are the 64 bit inode. With systemd already depending on this and the kernel rule of “don’t break user-space”, this is now API, no matter what the man page tells you.

So there you have it. It’s all connected.

Obviously both pidfds and name_to_handle have more exciting uses, many of which serve my broader goal: making Varlink services a first-class citizen. More about that another time.

On March 17 we released systemd v260 into the wild.

In the weeks leading up to that release (and since then) I have posted a series of serieses of posts to Mastodon about key new features in this release, under the #systemd260 hash tag. In case you aren't using Mastodon, but would like to read up, here's a list of all 21 posts:

• Post #1: NvPCR Measurements for Activated DDIs
• Post #2: Varlink Transport Plugins
• Post #3: Well-Known Varlink Services
• Post #4: .mstack Overlay Mount Stacks
• Post #5: RefreshOnReload= in Service Units
• Post #6: FANCY_NAME= in /etc/os-release
• Post #7: BindNetworkInterface= in Service Units
• Post #8: importctl pull-oci for Acquiring OCI Containers
• Post #9: systemd-report and Metrics API
• Post #10: udev's tpm2_id built-in and the TPM2 Quirks Database
• Post #11: Devicetree/CHID Database
• Post #12: Varlink IPC for systemd-networkd
• Post #13: systemd-vmspawn knows --ephemeral now
• Post #14: systemd-loginds's xaccess Concept
• Post #15: Unprivileged Portable Services
• Post #16: Image Policy Improvements
• Post #17: LUKS Volume Key Fixation
• Post #18: Journal Varlink Access
• Post #19: Nested UID Range Delegation
• Post #20: PrivateUsers=managed
• Post #21: bootctl install as Varlink API

I intend to do a similar series of serieses of posts for the next systemd release (v261), hence if you haven't left tech Twitter for Mastodon yet, now is the opportunity.

My series for v261 will begin in a few weeks most likely, under the #systemd261 hash tag.

In case you are interested, here is the corresponding blog story for systemd v259, here for v258, here for v257, and here for v256.

Sustaining GNOME by directly funding contributors

The GNOME Foundation is excited to announce the GNOME Fellowship program, a new initiative to fund community members working on the long-term sustainability of the GNOME project. We’re now accepting applications for our inaugural fellowship cycle, beginning around May 2026.

GNOME has always thrived because of its contributors: people who invest their time and expertise to build and maintain the desktop, applications, and platform that millions rely on. But open source contribution often depends on volunteers finding time alongside other commitments, or on companies choosing to fund development amongst competing priorities. Many important areas of the project – the less glamorous but critical infrastructure work – can go underinvested.

The fellowship program changes that. Thanks to the generous support of Friends of GNOME donors, we can now directly fund contributors to focus on what matters most for GNOME’s future. Programs such as this rely on ongoing support from our donors, so if you would like to see this and similar programs continue in future, please consider setting up a recurring donation.

What’s a Fellowship?

A fellowship is funding for an individual to spend dedicated time over a 12 month period working in an area where they have expertise. Unlike traditional contracts with rigid scopes and deliverables, fellowships are built on trust. We’re backing people and the type of work they do, giving them the flexibility to tackle problems as they find them.

This approach reduces bureaucratic overhead for both contributors and the Foundation. It lets talented people do what they do best: identify important problems and solve them.

Focus: Sustainability

For this first cycle, we’re seeking proposals focused on sustainability work that makes GNOME more maintainable, efficient, and productive for developers. This includes areas like build systems, CI/CD infrastructure, testing frameworks, developer tooling, documentation, accessibility, and reducing technical debt.

We’re not funding new features this round. Instead, we want to invest in the foundations that make future development and contributions easier and faster. The goal is for each fellowship to leave the project in better shape than we found it.

Apply Now

We have funding for at least one 12-month fellowship paid between $70,000 and $100,000 USD per year based on experience and location. Applicants can propose full-time, half-time work, or either – half-time proposals may allow us to support multiple fellows.

Applications are open to anyone with a track record in GNOME or relevant experience, with some restrictions due to US sanctions compliance. A GNOME Foundation Board committee will review applications and select fellows for this inaugural cycle.

Full details, application requirements, and FAQ are available at fellowship.gnome.org. Applications close on 20th April 2026.

Thank You to Friends of GNOME

This program is possible because of the individuals and organizations who support GNOME through Friends of GNOME donations. When we ask for donations, funding contributor work is exactly the kind of initiative we have in mind. If you’d like to sustain this program beyond its first year, consider becoming a Friend of GNOME. A recurring donation, no matter how small, gives us the predictability to expand this program and others like it.

Looking Ahead

This is a pilot program. We’re optimistic, and if it succeeds, we hope to sustain and grow the fellowship program in future years, funding more contributors across more areas of GNOME. We believe this model can become a sustainable way to invest in the project’s long-term health.

We can’t wait to see your proposals!

As I talked about in a couple of blog posts now I been working a lot with AI recently as part of my day to day job at Red Hat, but also spending a lot of evenings and weekend time on this (sorry kids pappa has switched to 1950’s mode for now). One of the things I spent time on is trying to figure out what the limitations of AI models are and what kind of use they can have for Open Source developers.

One thing to mention before I start talking about some of my concrete efforts is that I more and more come to conclude that AI is an incredible tool to hypercharge someone in their work, but I feel it tend to fall short for fully autonomous systems. In my experiments AI can do things many many times faster than you ordinarily could, talking specifically in the context of coding here which is what is most relevant for those of us in the open source community.

So one annoyance I had for years as a Linux user is that I get new hardware which has features that are not easily available to me as a Linux user. So I have tried using AI to create such applications for some of my hardware which includes an Elgato Light and a Dell Ultrasharp Webcam.

I found with AI and this is based on using Google Gemini, Claude Sonnet and Opus and OpenAI codex, they all required me to direct and steer the AI continuously, if I let the AI just work on its own, more often than not it would end up going in circles or diverging from the route it was supposed to go, or taking shortcuts that makes wanted output useless.On the other hand if I kept on top of the AI and intervened and pointed it in the right direction it could put together things for me in very short time spans.
My projects are also mostly what I would describe as end leaf nodes, the kind of projects that already are 1 person projects in the community for the most part. There are extra considerations when contributing to bigger efforts, and I think a point I seen made by others in the community too is that you need to own the patches you submit, meaning that even if an AI helped your write the patch you still need to ensure that what you submit is in a state where it can be helpful and is merge-able. I know that some people feel that means you need be capable of reviewing the proposed patch and ensuring its clean and nice before submitting it, and I agree that if you expect your patch to get merged that has to be the case. On the other hand I don’t think AI patches are useless even if you are not able to validate them beyond ‘does it fix my issue’.

My friend and PipeWire maintainer Wim Taymans and I was talking a few years ago about what I described at the time as the problem of ‘bad quality patches’, and this was long before AI generated code was a thing. Wim response to me which I often thought about afterwards was “a bad patch is often a great bug report”. And that would hold true for AI generated patches to. If someone makes a patch using AI, a patch they don’t have the ability to code review themselves, but they test it and it fixes their problem, it might be a good bug report and function as a clearer bug report than just a written description by the user submitting the report. Of course they should be clear in their bug report that they don’t have the skills to review the patch themselves, but that they hope it can be useful as a tool for pinpointing what isn’t working in the current codebase.

Anyway, let me talk about the projects I made. They are all found on my personal website Linuxrising.org a website that I also used AI to update after not having touched the site in years.

Elgato Light GNOME Shell extension

Elgato Light GNOME Shell extension

The first project I worked on is a GNOME Shell extension for controlling my Elgato Key Wifi Lamp. The Elgato lamp is basically meant for podcasters and people doing a lot of video calls to be able to easily configure light in their room to make a good recording. The lamp announces itself over mDNS, and thus can be controlled via Avahi. For Windows and Mac the vendor provides software to control their lamp, but unfortunately not for Linux.

There had been GNOME Shell extensions for controlling the lamp in the past, but they had not been kept up to date and their feature set was quite limited. Anyway, I grabbed one of these old extensions and told Claude to update it for latest version of GNOME. It took a few iterations of testing, but we eventually got there and I had a simple GNOME Shell extension that could turn the lamp off and on and adjust hue and brightness. This was a quite straightforward process because I had code that had been working at some point, it just needed some adjustments to work with current generation of GNOME Shell.

Once I had the basic version done I decided to take it a bit further and try to recreate the configuration dialog that the windows application offers for the full feature set which took me quite a bit of back and forth with Claude. I found that if I ask Claude to re-implement from a screenshot it recreates the functionality of the user interface first, meaning that it makes sure that if the screenshot has 10 buttons, then you get a GUI with 10 buttons. You then have to iterate both on the UI design, for example telling Claude that I want a dark UI style to match the GNOME Shell, and then I also had to iterate on each bit of functionality in the UI. Like most of the buttons in the UI didn’t really do anything from the start, but when you go back and ask Claude to add specific functionality per button it is usually able to do so.

Elgato Light Settings Application

So this was probably a fairly easy thing for the AI because all the functionality of the lamp could be queried over Avahi, there was no ‘secret’ USB registers to be set or things like that.
Since the application was meant to be part of the GNOME Shell extension I didn’t want to to have any dependency requirements that the Shell extension itself didn’t have, so I asked Claude to make this application in JavaScript and I have to say so far I haven’t seen any major differences in terms of the AIs ability to generate different languages. The application now reproduce most of the functionality of the Windows application. Looking back I think it probably took me a couple of days in total putting this tool together.

Dell Ultrasharp Webcam 4K

Dell UltraSharp 4K settings application for Linux

The second application on the list is a controller application for my Dell UltraSharp Webcam 4K UHD (WB7022). This is a high end Webcam I that have been using for a while and it is comparable to something like the Logitech BRIO 4K webcam. It has mostly worked since I got it with the generic UVC driver and I been using it for my Google Meetings and similar, but since there was no native Linux control application I could not easily access a lot of the cameras features. To address this I downloaded the windows application installer and installed it under Windows and then took a bunch of screenshots showcasing all features of the application. I then fed the screenshots into Claude and told it I wanted a GTK+ version for Linux of this application. I originally wanted to have Claude write it in Rust, but after hitting some issues in the PipeWire Rust bindings I decided to just use C instead.

I took me probably 3-4 days with intermittent work to get this application working and Claude turned out to be really good and digging into Windows binaries and finding things like USB property values. Claude was also able to analyze the screenshots and figure out the features the application needed to have. It was a lot of trial and error writing the application, but one way I was able to automate it was by building a screenshot option into the application, allowing it to programmatically take screenshots of itself. That allowed me to tell Claude to try fixing something and then check the screenshot to see if it worked without me having to interact with the prompt. Also to get the user interface looking nicer, once I had all the functionality in I asked Claude to tweak the user interface to follow the guidelines of the GNOME Human Interface Guidelines, which greatly improved the quality of the UI.

At this point my application should have almost all the features of the Windows application. Since it is using PipeWire underneath it is also tightly integrated with the PipeWire media graph, allowing you to see it connect and work with your application in PipeWire patchbay applications like Helvum. The remaining features are software features of Dell’s application, like background removal and so on, but I think that if I decided to to implement that it should be as a standalone PipeWire tool that can be used with any camera, and not tied to this specific one.

Red Hat Planet

The application shows the worlds Red Hat offices and include links to latest Red Hat news.

I decided if I was going to revisit the Vulkan problem I wanted to use a different application idea than traceroute. The idea I had was once again a 3D rendered globe, but this one reading the coordinates of Red Hats global offices from a file and rendering them on the globe. And alongside that provide clickable links to recent Red Hat news items. So once again maybe not the worlds most useful application, but I thought it was a cute idea and hopefully it would allow me to create it using actual Vulkan rendering this time.

Creating this turned out to be quite the challenge (although it seems to have gotten easier since I started this effort), with Claude Opus 4.6 being more capable at writing Vulkan code than Claude Sonnet, Google Gemini or OpenAI Codex was when I started trying to create this application.
When I started this project I had to keep extremely close tabs on the AI and what is was doing in order to force it to keep working on this as a Vulkan application, as it kept wanting to simplify with Software rendering or OpenGL and sometimes would start down that route without even asking me. That hasn’t happened more recently, so maybe that was a problem of AI of 5 Months ago.

I also discovered as part of this that rendering Vulkan inside a GTK4 application is far from trivial and would ideally need the GTK4 developers to create such a widget to get rendering timings and similar correct. It is one of the few times I have had Claude outright say that writing a widget like that was beyond its capabilities (haven’t tried again so I don’t know if I would get the same response today). So I started moving the application to SDL3 first, which worked as I got a spinning globe with red dots on, but came with its own issues, in the sense that SDL is not a UI toolkit as such. So while I got the globe rendered and working the AU struggled badly with the news area when using SDL.

So I ended up trying to port the application to Qt, which again turned out to be non-trivial in terms of how much time it took with trial and error to get it right. I think in my mind I had a working globe using Vulkan, how hard could it be to move it from SDL3 to Qt, but there was a million rendering issues. In fact I ended up using the Qt Vulkan rendering example as a starting point in the end and then ‘porting’ the globe over bit by bit, testing it for each step, to finally get a working version. The current version is a Vulkan+Qt app and it basically works, although it seems the planet is not spinning correctly on AMD systems at the moment, while it seems to work well on Intel and NVIDIA systems.

WMDock

WmDock fullscreen with config application.

My initial thought was for Claude to create a shim that the old dockapps could be compiled against, without any changes. That worked, but then I had a ton of dockapps showing up in things like the alt+tab menu. It also required me to restart my GNOME Shell session all the time as I was testing the extension to house the dockapps. In the end I decided that since a lot of the old dockapps don’t work with modern Linux versions anyway, and thus they would need to be actively ported, I should accept that I ship the dockapps with the tool and port them to work with modern linux technologies. This worked well and is what I currently have in the repo, I think the wildest port was porting the old dockapp webcam app from V4L1 to PipeWire. Although updating the soundcontroller from ESD to PulesAudio was also a generational jump.

XMMS resuscitated

XMMS brought back to life

Monkey Bubble

Monkey Bubble was a game created in the heyday of GNOME 2 and while I always thought it was a well made little game it had never been updated to never technologies. So I asked Claude to port it to GTK4 and use GStreamer for audio.This port was fairly straightforward with Claude having little problems with it. I also asked Claude to add highscores using the libmanette library and network game discovery with Avahi. So some nice little.improvements.

All the applications are available either as Flatpaks or Fedora RPMS, through the gitlab project page, so I hope people enjoy these applications and tools. And enoy the blasts from the past as much as I did.

Worries about Artifical Intelligence

When I speak to people both inside Red Hat and outside in the community I often come across negativity or even sometimes anger towards Artificial Intelligence in the coding space. And to be clear I to worry about where things could be heading and how it will affect my livelihood too, so I am not unsympathetic to those worries at all. I probably worry about these things at least a few times a day. At the same time I don’t think we can hide from or avoid this change, it is happening with or without us. We have to adapt to a world where this tool exists, just like our ancestors have adapted to jobs changing due to industrialization and science before. So do I worry about the future, yes I do. Do I worry about how I might personally get affected by this? yes, I do. Do I worry about how society might change for the worse due to this? yes, I do. But I also remind myself that I don’t know the future and that people have found ways to move forward before and society has survived and thrived. So what I can control is that I try to be on top of these changes myself and take advantage of them where I can and that is my recommendation to the wider open source community on this too. By leveraging them to move open source forward and at the same time trying to put our weight on the scale towards the best practices and policies around Artificial Intelligence.

The Next Test and where AI might have hit a limit for me.

So all these previous efforts did teach me a lot of tricks and helped me understand how I can work with an AI agent like Claude, but especially after the success with the webcam I decided to up the stakes and see if I could use Claude to help me create a driver for my Plustek OpticFilm 8200i scanner. So I have zero backround in any kind of driver development and probably less than zero in the field of scanner driver specifically. So I ended up going down a long row of deadends on this journey and I to this day has not been able to get a single scan out of the scanner with anything that even remotely resembles the images I am trying to scan.

My idea was to have Claude analyse the Windows and Mac driver and build me a SANE driver based on that, which turned out to be horribly naive and lead nowhere. One thing I realized is that I would need to capture USB traffic to help Claude contextualize some of the findings it had from looking at the Windows and Mac drivers.I started out with Wireshark and feeding Claude with the Wireshark capture logs. Claude quite soon concluded that the Wireshark logs wasn’t good enough and that I needed lower level traffic capture. Buying a USB packet analyzer isn’t cheap so I had the idea that I could use one of the ARM development boards floating around the house as a USB relay, allowing me to perfectly capture the USB traffic. With some work I did manage to set up my LibreComputer Solitude AML-S905D3-CC arm board going and setting it in device mode. I also had a usb-relay daemon going on the board. After a lot of back and forth, and even at one point trying to ask Claude to implement a missing feature in the USB kernel stack, I realized this would never work and I ended up ordering a Beagle USB 480 USB hardware analyzer.

At about the same time I came across the chipset documentation for the Genesys Logic GL845 chip in the scanner. I assumed that between my new USB analyzer and the chipset docs this would be easy going from here on, but so far no. I even had Claude decompile the windows driver using ghidra and then try to extract the needed information needed from the decompiled code.
I bought a network controlled electric outlet so that Claude can cycle the power of the scanner on its own.

So the problem here is that with zero scanner driver knowledge I don’t even know what I should be looking for, or where I should point Claude to, so I keept trying to brute force it by trial and error. I managed to make SANE detect the scanner and I managed to get motor and lamp control going, but that is about it. I can hear the scanner motor running and I ask for a scan, but I don’t know if it moves correctly. I can see light turning on and off inside the scanner, but I once again don’t know if it is happening at the correct times and correct durations. And Claude has of course no way of knowing either, relying on me to tell it if something seems like it has improved compared to how it was.

I have now used Claude to create two tools for Claude to use, once using a camera to detect what is happening with the light inside the scanner and the other recording sound trying to compare the sound this driver makes compared to the sounds coming out when doing a working scan with the MacOS X application. I don’t know if this will take me to the promised land eventually, but so far I consider my scanner driver attempt a giant failure. At the same time I do believe that if someone actually skilled in scanner driver development was doing this they could have guided Claude to do the right things and probably would have had a working driver by now.

So I don’t know if I hit the kind of thing that will always be hard for an AI to do, as it has to interact with things existing in the real world, or if newer versions of Claude, Gemini or Codex will suddenly get past a threshold and make this seem easy, but this is where things are at for me at the moment.

When you’re looking at source code it can be helpful to have some evidence indicating who wrote it. Author tags give a surface level indication, but it turns out you can just lie and if someone isn’t paying attention when merging stuff there’s certainly a risk that a commit could be merged with an author field that doesn’t represent reality. Account compromise can make this even worse - a PR being opened by a compromised user is going to be hard to distinguish from the authentic user. In a world where supply chain security is an increasing concern, it’s easy to understand why people would want more evidence that code was actually written by the person it’s attributed to.

git has support for cryptographically signing commits and tags. Because git is about choice even if Linux isn’t, you can do this signing with OpenPGP keys, X.509 certificates, or SSH keys. You’re probably going to be unsurprised about my feelings around OpenPGP and the web of trust, and X.509 certificates are an absolute nightmare. That leaves SSH keys, but bare cryptographic keys aren’t terribly helpful in isolation - you need some way to make a determination about which keys you trust. If you’re using someting like GitHub you can extract that information from the set of keys associated with a user account¹, but that means that a compromised GitHub account is now also a way to alter the set of trusted keys and also when was the last time you audited your keys and how certain are you that every trusted key there is still 100% under your control? Surely there’s a better way.

SSH Certificates

And, thankfully, there is. OpenSSH supports certificates, an SSH public key that’s been signed by some trusted party and so now you can assert that it’s trustworthy in some form. SSH Certificates also contain metadata in the form of Principals, a list of identities that the trusted party included in the certificate. These might simply be usernames, but they might also provide information about group membership. There’s also, unsurprisingly, native support in SSH for forwarding them (using the agent forwarding protocol), so you can keep your keys on your local system, ssh into your actual dev system, and have access to them without any additional complexity.

And, wonderfully, you can use them in git! Let’s find out how.

Local config

There’s two main parameters you need to set. First,

1

git config set gpg.format ssh

because unfortunately for historical reasons all the git signing config is under the gpg namespace even if you’re not using OpenPGP. Yes, this makes me sad. But you’re also going to need something else. Either user.signingkey needs to be set to the path of your certificate, or you need to set gpg.ssh.defaultKeyCommand to a command that will talk to an SSH agent and find the certificate for you (this can be helpful if it’s stored on a smartcard or something rather than on disk). Thankfully for you, I’ve written one. It will talk to an SSH agent (either whatever’s pointed at by the SSH_AUTH_SOCK environment variable or with the -agent argument), find a certificate signed with the key provided with the -ca argument, and then pass that back to git. Now you can simply pass -S to git commit and various other commands, and you’ll have a signature.

Validating signatures

This is a bit more annoying. Using native git tooling ends up calling out to ssh-keygen², which validates signatures against a file in a format that looks somewhat like authorized-keys. This lets you add something like:

1

* cert-authority ssh-rsa AAAA…

which will match all principals (the wildcard) and succeed if the signature is made with a certificate that’s signed by the key following cert-authority. I recommend you don’t read the code that does this in git because I made that mistake myself, but it does work. Unfortunately it doesn’t provide a lot of granularity around things like “Does the certificate need to be valid at this specific time” and “Should the user only be able to modify specific files” and that kind of thing, but also if you’re using GitHub or GitLab you wouldn’t need to do this at all because they’ll just do this magically and put a “verified” tag against anything with a valid signature, right?

Haha. No.

Unfortunately while both GitHub and GitLab support using SSH certificates for authentication (so a user can’t push to a repo unless they have a certificate signed by the configured CA), there’s currently no way to say “Trust all commits with an SSH certificate signed by this CA”. I am unclear on why. So, I wrote my own. It takes a range of commits, and verifies that each one is signed with either a certificate signed by the key in CA_PUB_KEY or (optionally) an OpenPGP key provided in ALLOWED_PGP_KEYS. Why OpenPGP? Because even if you sign all of your own commits with an SSH certificate, anyone using the API or web interface will end up with their commits signed by an OpenPGP key, and if you want to have those commits validate you’ll need to handle that.

In any case, this should be easy enough to integrate into whatever CI pipeline you have. This is currently very much a proof of concept and I wouldn’t recommend deploying it anywhere, but I am interested in merging support for additional policy around things like expiry dates or group membership.

Doing it in hardware

Of course, certificates don’t buy you any additional security if an attacker is able to steal your private key material - they can steal the certificate at the same time. This can be avoided on almost all modern hardware by storing the private key in a separate cryptographic coprocessor - a Trusted Platform Module on PCs, or the Secure Enclave on Macs. If you’re on a Mac then Secretive has been around for some time, but things are a little harder on Windows and Linux - there’s various things you can do with PKCS#11 but you’ll hate yourself even more than you’ll hate me for suggesting it in the first place, and there’s ssh-tpm-agent except it’s Linux only and quite tied to Linux.

So, obviously, I wrote my own. This makes use of the go-attestation library my team at Google wrote, and is able to generate TPM-backed keys and export them over the SSH agent protocol. It’s also able to proxy requests back to an existing agent, so you can just have it take care of your TPM-backed keys and continue using your existing agent for everything else. In theory it should also work on Windows³ but this is all in preparation for a talk I only found out I was giving about two weeks beforehand, so I haven’t actually had time to test anything other than that it builds.

And, delightfully, because the agent protocol doesn’t care about where the keys are actually stored, this still works just fine with forwarding - you can ssh into a remote system and sign something using a private key that’s stored in your local TPM or Secure Enclave. Remote use can be as transparent as local use.

Wait, attestation?

Ah yes you may be wondering why I’m using go-attestation and why the term “attestation” is in my agent’s name. It’s because when I’m generating the key I’m also generating all the artifacts required to prove that the key was generated on a particular TPM. I haven’t actually implemented the other end of that yet, but if implemented this would allow you to verify that a key was generated in hardware before you issue it with an SSH certificate - and in an age of agentic bots accidentally exfiltrating whatever they find on disk, that gives you a lot more confidence that a commit was signed on hardware you own.

Conclusion

Using SSH certificates for git commit signing is great - the tooling is a bit rough but otherwise they’re basically better than every other alternative, and also if you already have infrastructure for issuing SSH certificates then you can just reuse it⁴ and everyone wins.

Hello there,

If you’re an avid reader of blogs, you’ll know this medium is basically dead now. Everyone switched to making YouTube videos, complete with cuts and costume changes every few seconds because, I guess, our brains work much faster now.

The YouTube recommendation algorithm, problematic as it is, does turn up some interesting stuff, such this video entitled “Why Work is Starting to Look Medieval”:

It is 15 minutes long, but it does include lots of short snippets and some snipping scissors, so maybe you’ll find it a fun 15 minutes. The key point, I guess, is that before we were wage slaves we used to be craftspeople, more deeply connected to our work and with a sense of purpose. The industrial revolution marked a shift from cottage industry, where craftspeople worked with their own tools in their own house or workshop, to modern capitalism where the owners of the tools are the 1%, and the rest of us are reduced to selling our labour at whatever is the going rate.

Then she posits that, since the invention of the personal computer, influencers and independent content creators have begun to transcend the structures of 20th century capitalism, and are returning to a more traditional relationship with work. Hence, perhaps, why nearly everyone under 18 wants to be a YouTuber. Maybe that’s a stretch.

This message resonated with me after 20 years in the open source software world, and hopefully you can see the link. Software development is a craft. And the Free Software movement has always been in tacit opposition to capitalism, with its implied message that anyone working on a computer should have some ownership of the software tools we use: let me use it, let me improve it, and let me share it.

I’ve read many many takes on AI-generated code this year, and its really only March. I’m guilty one of these myself: AI Predictions for 2026, in which I made a link between endless immersion in LLM-driven coding and more traditional drug addictions that has now been corroborated by Steve Yegge himself. See his update “The AI Vampire” (which is also something of a critique of capitalism).

I’ve read several takes that the Free Software movement has won now because it is much easier to understand, share and modify programs than ever before. See, for example, this one from Bruce Perens on Linquedin: “The advent of AI and its capability to create software quickly, with human guidance, means that we can probably have almost anything we want as Free Software.”.

I’ve also seen takes that, in fact, the capitalism has won. Such as the (fictional) MALUSCorp: “Our proprietary AI robots independently recreate any open source project from scratch. The result? Legally distinct code with corporate-friendly licensing. No attribution. No copyleft. No problems.”.

One take I haven’t seen is what this means for people who love the craft of building software. Software is a craft, and our tools are the operating system and the compiler. Programmers working on open source, where code serves as reference material and can live in the open for decades, will show much more pride in their code than programmers in academia and industry, whose prototypes or products just need to get the job done. The programmer is a craftsperson, just like the seamstress, the luthier and the blacksmith. But unlike clothes, guitars and horseshoes, the stuff we build is intangible. Perhaps as a result, society sees us less like craftspeople and more like weird, unpopular wizards.

I’ve spent a lot of my career building and testing open source operating systems, as you can see from these 30 different blog posts, which include the blockbuster “Some CMake Tips”, the satisfying “Tracker Meson”, and or largely obsolete “How BuildStream uses OSTree”.

It’s really not that I have some deep-seated desire to rewrite all of the world’s Makefiles. My interest in operating systems and build tools has always came from a desire to democratize these here computers. To free us from being locked into fixed ways of working designed by Apple, Google, Microsoft. Open source tools are great, yes, but I’m more interested in whether someone can access the full power of their computer without needing a university education. This is why I’ve found GNOME interesting over the years: it’s accessible to non-wizards, and the code is right there in the open, for anyone to change. That said, I’ve always wished we GNOME focus more on customizability, and I don’t mean adding more preferences. Look, here’s me in 2009 discovering Nix for the first time and jumping straight to this: “So Nix could give us beautiful support for testing and hacking on bits of GNOME”.

So what happened? Plenty has changed, but I feel that hacking on bits of GNOME hasn’t become meaningfully easier in the intervening 17 years. And perhaps we can put that largely down to the tech industry’s relentless drive to sell us new computers, and our own hunger to do everything faster and better. In the 1980s, an operating system could reasonably get away with running only one program at a time. In the 1990s, you had multitasking but there was still just the one CPU, at least in my PC. I don’t think there was any point in the 2000s when I owned a GPU. In the 2010s, my monitor was small enough that I never worried about fractional scaling. And so on. For every one person working to simplify, there are a hundred more paid to innovate. Nobody gets promoted for simplicity.

I can see a steadily growing interest in tech from people who aren’t necessarily interested in programming. If you’re not tired of videos yet, here’s a harp player discussing the firmware of a digital guitar pedal (cleverly titled “What pedal makers don’t want you to see”). Here’s another musician discussing STM32 chips and mesh networks under the title “Gadgets For People Who Don’t Trust The Government”. This one does not have costume changes every few seconds.

So we’re at an inflection point.

The billions pumped into the AI bubble come from a desire by rich men to take back control of computing. It’s a feature, not a bug, that you can’t run ChatGPT on a consumer GPU, and that AI companies need absolutely all of the DRAM. They could spend that money on a programme like Outreachy, supporting people to learn and understand today’s software tools … but you don’t consolidate power through education. (The book Careless People, which I recommend last year, will show you how much tech CEOs crave raw power).

In another sense, AI models are a new kind of operating system, exposing the capabilities of a GPU in a radical new interface. The computer now contains a facility that can translate instructions in your native language into any well-known programming language. (Just don’t ask it to generate Whitespace). By now you must know someone non-technical who has nevertheless automated parts of their job away by prompting ChatGPT to generate Excel macros. This is the future we were aiming for, guys!

I’m no longer sure if the craft I care about is writing software, or getting computers to do things, or both. And I’m really not sure what this craft is going to look like in 10 or 20 years. What topics will be universally understood, what work will be open to individual craftspeople, and what tools will be available only to states and mega-corporations? Will basic computer tools be universally available and understood, like knives and saucepans in a kitchen? Will they require small scale investment and training, like a microbrewery? Or will the whole world come to depend on a few enourmous facilities in China?

And most importantly, will I be able to share my passion for software without feeling like a weird, unpopular wizard any time soon?

Last week, Igalia finally announced Moonforge, a project we’ve been working on for basically all of 2025. It’s been quite the rollercoaster, and the announcement hit various news outlets, so I guess now is as good a time as any to talk a bit about what Moonforge is, its goal, and its constraints.

Of course, as soon as somebody announces a new Linux-based OS, folks immediately think it’s a new general purpose Linux distribution, as that’s the square shaped hole where everything OS-related ends up. So, first things first, let’s get a couple of things out of the way about Moonforge:

• Moonforge is not a general purpose Linux distribution
• Moonforge is not an embedded Linux distribution

What is Moonforge

Moonforge is a set of feature-based, well-maintained layers for Yocto, that allows you to assemble your own OS for embedded devices, or single-application environments, with specific emphasys on immutable, read-only root file system OS images that are easy to deploy and update, through tight integration with CI/CD pipelines.

Why?

Creating a whole new OS image out of whole cloth is not as hard as it used to be; on the desktop (and devices where you control the hardware), you can reasonably get away with using existing Linux distributions, filing off the serial numbers, and removing any extant packaging mechanism; or you can rely on the containerised tech stack, and boot into it.

When it comes to embedded platforms, on the other hand, you’re still very much working on bespoke, artisanal, locally sourced, organic operating systems. A good number of device manufacturers coalesced their BSPs around the Yocto Project and OpenEmbedded, which simplifies adaptations, but you’re still supposed to build the thing mostly as a one off.

While Yocto has improved leaps and bounds over the past 15 years, putting together an OS image, especially when it comes to bundling features while keeping the overall size of the base image down, is still an exercise in artisanal knowledge.

A little detour: Poky

Twenty years ago, I moved to London to work for this little consultancy called OpenedHand. One of the projects that OpenedHand was working on was taking OpenEmbedded and providing a good set of defaults and layers, in order to create a “reference distribution” that would help people getting started with their own project. That reference was called Poky.

These days, Poky exists as part of the Yocto Project, and it’s still the reference distribution for it, but since it’s part of Yocto, it has to abide to the basic constraint of the project: you still need to set up your OS using shell scripts and copy-pasting layers and recipes inside your own repository. The Yocto project is working on a setup tool to simplify those steps, but there are alternatives…

Another little detour: Kas

One alternative is kas, a tool that allows you to generate the local.conf configuration file used by bitbake through various YAML fragments exported by each layer you’re interested in, as well as additional fragments that can be used to set up customised environments.

Another feature of kas is that it can spin up the build environment inside a container, which simplifies enourmously its set up time. It avoids unadvertedly contaminating the build, and it makes it very easy to run the build on CI/CD pipelines that already rely on containers.

What Moonforge provides

Moonforge lets you create a new OS in minutes, selecting a series of features you care about from various available layers.

Each layer provides a single feature, like:

• support for a specific architecture or device (QEMU x86_64, RaspberryPi)
• containerisation (through Docker or Podman)
• A/B updates (through RAUC, systemd-sysupdate, and more)
• graphical session, using Weston
• a WPE environment

Every layer comes with its own kas fragment, which describes what the layer needs to add to the project configuration in order to function.

Since every layer is isolated, we can reason about their dependencies and interactions, and we can combine them into a final, custom product.

Through various tools, including kas, we can set up a Moonforge project that generates and validates OS images as the result of a CI/CD pipeline on platforms like GitLab, GitHub, and BitBucket; OS updates are also generated as part of that pipeline, just as comprehensive CVE reports and Software Bill of Materials (SBOM) through custom Yocto recipes.

More importantly, Moonforge can act both as a reference when it comes to hardware enablement and support for BSPs; and as a reference when building applications that need to interact with specific features coming from a board.

While this is the beginning of the project, it’s already fairly usable; we are planning a lot more in this space, so keep an eye out on the repository.

Trying Moonforge out

If you want to check out Moonforge, I will point you in the direction of its tutorials, as well as the meta-derivative repository, which should give you a good overview on how Moonforge works, and how you can use it.

Last week was the end of Malika' internship within Papers about signatures that I had the pleasure to mentor. After a post about the first phase of Outreachy, here is the sequel of the story.

Nowadays, people expect to be able to fill and sign PDF documents. We previously worked on features to insert text into documents and signatures needed to be improved.

There is actually some ambiguity when speaking about signatures in PDFs: there are cryptographic signatures that guarantee that a certificate owner approved a document (now denoted by "digital" signatures) and there are also signatures that are just drawings on the document. These latter ones of course do not guarantee any authenticity but are more or less accepted in various situations, depending on the country. Moreover, getting a proper certificate to digitally sign documents may be complicated or costly (with the notable exception of a few countries providing them to their residents such as Spain).

Papers lacked any support for this second category (that I will call "visual" signatures from now on). On the other hand, digital signing was implemented a few releases ago, but it heavily relies on Firefox certificate database ¹ and in particular there is no way to manage personal certificates within Papers.

During her three months internship, Malika implemented a new visual signatures management dialog and the corresponding UI to insert them, including nice details such as image processing to import signature pictures properly. She also contributed to the poppler PDF rendering library to compress signature data.

Then she looked into digital signatures and improved the insertion dialog, letting users choose visual signatures for them as well. If all goes well, all of this should be merged before Papers 51!

Malika also implemented a prototype that allows users to import certificates and also deal with multiple NSS databases. While this needs more testing and code review², it should significantly simplify digital signing.

I would like to thank everyone who made this internship possible, and especially everyone who took the time to do calls and advise us during the internship. And of course, thanks to Malika for all the work she put into her internship!

Another slow cycle, same as last time. Still, a few new things to showcase.

Sidebars

The most visible addition is the new sidebar widget. This is a bit confusing, because we already had widgets for creating windows with sidebars - AdwNavigationSplitView and AdwOverlaySplitView, but nothing to actually put into the sidebar pane. The usual recommendation is to build your own sidebar using GtkListBox or GtkListView, combined with the .navigation-sidebar style class.

This isn't too difficult, but the result is zero consistency between different apps, not unlike what we had with GtkNotebook-based tabs in the past:

It's even worse on mobile. In the best scenario it will just be a strangely styled flat list. Sometimes it will also have selection, and depending on how it's implemented it may be impossible to activate the selected row, like in libadwaita demo.

So we have a pre-built one now. It doesn't aim to support every single use case (sidebars can get very complex, see e.g. GNOME Builder), but just to be good enough for the basic situations.

How basic is basic? Well, it has selection, sections (with or without titles), tooltips, context menus, a drop target, suffix widgets at the end of each item's row, auto-activation when hovered during drag-n-drop.

A more advanced feature is built-in search filter - via providing a GtkFilter and a placeholder page.

And that's about it. There will likely be more features in future, like collapsible sections and drag source on items, rather than just a drop target, but this should already be enough for quite a lot of apps. Not everything, but that's not the goal here.

Internally, it's using GtkListBox. This means that it doesn't scale to thousands of items the way GtkListView would, but we can have much tighter API and mobile integration.

Now, let's talk about mobile. Ideally sidebars on mobile wouldn't really be sidebars at all. This pattern inherently requires a second pane, and falls apart otherwise. AdwNavigationSplitView already presents the sidebar pane as a regular page, so let's go further and turn sidebars into boxed lists. We're already using GtkListBox, after all.

So - AdwSidebar has the mode property. When set to ADW_SIDEBAR_MODE_PAGE, it becomes a page of boxed lists - indistinguishable from any others. It hides item selection, but it's still tracked internally. It can still be changed programmatically, and changes when an item is activated. Once the sidebar mode is set back to ADW_SIDEBAR_MODE_SIDEBAR, it will reappear.

Internally it's nothing special, as it just presents the same data using different widgets.

The adaptive layouts page has a detailed example for how to create UIs like this, as well as the newly added section about overlay sidebars that don't change as drastically.

View switcher sidebar

Once we have a sidebar, a rather obvious thing to do is to provide a GtkStackSidebar replacement. So AdwViewSwitcherSidebar is exactly that.

It works with AdwViewStack rather than GtkStack, and has all the same features as existing view switcher, as well as an extra one - sections.

To support that, AdwViewStackPage has new API for defining sections - the :starts-section and :section-title properties, while the AdwViewStack:pages) model is now a section model.

Like regular sidebars, it supports the boxed list mode and search filtering.

Unlike other view switchers or GtkStackSidebar, it also exposes AdwSidebar's item activation signal. This is required to make it work on mobile.

Demo improvements

The lack of sidebar was the main blocker for improving libadwaita demo in the past. Now that it's solved, the demo is at last, fully adaptive. The sidebar has been reorganized into sections, and has icons and search now.

This also unblocks other potential improvements, such as having a more scalable preferences dialog.

Reduced motion

While there isn't any new API, most widgets with animations have been updated to respect the new reduced motion preference - mostly by replacing sliding/scaling animations with crossfades, or otherwise toning down animations when it's impossible:

• AdwDialog open/close transitions are crossfades except for the swipe-to-close gesture
• AdwBottomSheet transition is a crossfade when there's no bottom bar, and a slide without overshooting if there is
• AdwNavigationView transition is a crossfade except when using the swipe gestures
• AdwTabOverview transition is a crossfade

AdwOverlaySplitView is unaffected for now. Same for toasts, those are likely small enough to not cause motion sickness. If it turns out to be a problem, it can be changed later.

I also didn't update any of the deprecated widgets, like AdwLeaflet. Applications still using those should switch to the modern alternatives.

The prefers-reduced-motion media feature is available for use from app CSS as well, following the GTK addition.

Other changes

• AdwAboutDialog rows that contain links have a context menu now. Link rows may become a public widget in future if there's interest.

  

• GTK_DEBUG=builder diagnostics are now supported for all libadwaita widgets. This can be used to find places where <child> tags are used in UI when equivalent properties exist.

• Following GTK, all GListModel implementations now come with :item-type and :n-item properties, to make it easier to use them from expressions.

• The AdwTabView:pages model implements sections now: one for pinned pages and one for everything else.

• AdwToggle has a new :description property that can be used to set accessible description for individual toggles separately from tooltips.

• Adrien Plazas improved accessibility in a bunch of widgets. The majority of this work has been backported to 1.8.x as well. For example, AdwViewSwitcher and AdwInlineViewSwither now read out number badges and needs attention status.

• AdwNoneAnimationTarget now exists for situations where animations are used as frame clock-based timers, as an alternative to using AdwCallbackAnimationTarget with empty callback.

• AdwPreferencesPage will refuse to add children of types other than AdwPreferencesGroup, instead of overlaying them over the page and then leaking them after the page is destroyed. This change was backported to 1.8.2 and subsequently reverted in 1.8.3 as it turned out multiple apps were relying on the broken behavior.

• Maximiliano made non-nullable string setter functions automatically replace NULL parameters with empty strings, since allowing NULL breaks Rust bindings, while rejecting them means apps using expressions get unexpected criticals - for example, when accessing a non-nullable string property on an object, and that object itself is NULL.

• As mentioned in the 1.8 blog post, style-dark.css, style-hc.css and style-hc-dark.css resources are now deprecated and apps using them will get warnings on startup. Apps are encouraged to switch to a single style.css and conditionally load styles using media queries instead.

• While not a user-visible change (hopefully!), the internal stylesheet has been refactored to use prefers-contrast media queries for high contrast styles instead of 2 conditionally loaded variants - further reducing the need on SCSS, even if not entirely replacing it just yet. (the main blocker is @extend, as well nesting and a few mixins, such as focus ring)

Future

A big change in works is a revamp of icon API. GTK has a new icon format that supports stateful icons with animated transitions, variable stroke weight, and many other capabilities. Currently, libadwaita doesn't make use of this, but it will in future.

In fact, a few smaller changes are already in 1.9: all of the internal icons in libadwaita itself, as well as in the demo and docs, have been updated to use the new format.

Thanks to the GNOME Foundation for their support and thanks to all the contributors who made this release possible.

Because 2026 is such an interesting period of time to live in, I feel I should explicitly say that libadwaita does not contain any AI slop, nor does allow such contributions, nor do I have any plans to change that. Same goes for all of my other projects, including this website.

Open Forms is now 0.4.0 - and the GUI Builder is here

A quick recap for the newcomers

Ever been to a conference where you set up a booth or tried to collect quick feedback and experienced the joy of:

• Captive portal logout
• Timeouts
• Flaky Wi-Fi drivers on Linux devices
• Poor bandwidth or dead zones

This is exactly what happened while setting up a booth at GUADEC. The Wi-Fi on the Linux tablet worked, we logged into the captive portal, the chip failed, Wi-Fi gone. Restart. Repeat.

We eventually worked around it with a phone hotspot, but that locked the phone to the booth. A one-off inconvenience? Maybe. But at any conference, summit, or community event, at least one of these happens reliably.

So I looked for a native, offline form collection tool. Nothing existed without a web dependency. So I built one.

Open Forms is a native GNOME app that collects form inputs locally, stores responses in CSV, works completely offline, and never touches an external service. Your data stays on your device. Full stop.

What's new in 0.4.0 - the GUI Form Builder

The original version shipped with one acknowledged limitation: you had to write JSON configs by hand to define your forms.

Now, I know what you're thinking. "Writing JSON to set up a form? That's totally normal and not at all a terrible first impression for non-technical users." And you'd be completely wrong, to me it was normal and then my sis had this to say "who even thought JSON for such a basic thing is a good idea, who'd even write one" which was true. I knew it and hence it was always on the roadmap to fix, which 0.4.0 finally fixes.

Open Forms now ships a full visual form builder.

Design a form entirely from the UI - add fields, set labels, reorder things, tweak options, and hit Save. That's it. The builder writes a standard JSON config to disk, same schema as always, so nothing downstream changes.

It also works as an editor. Open an existing config, click Edit, and the whole form loads up ready to tweak. Save goes back to the original file. No more JSON editing required.

Libadwaita is genuinely great

The builder needed to work well on both a regular desktop and a Linux phone without me maintaining two separate layouts or sprinkling breakpoints everywhere. Libadwaita just... handles that.

The result is that Open Forms feels native on GNOME and equally at home on a Linux phone, and I genuinely didn't have to think hard about either. That's the kind of toolkit win that's hard to overstate when you're building something solo over weekends.

The JSON schema is unchanged

If you already have configs, they work exactly as before. The builder is purely additive, it reads and writes the same format. If you like editing JSON directly, nothing stops you. I'm not going to judge, but my sister might.

Also thanks to Felipe and all others who gave great ideas about increasing maintainability. JSON might become a technical debt in future, and I appreciate the insights about the same. Let's see how it goes.

Install

Snap Store

snap install open-forms

Flatpak / Build from source

See the GitHub repository for build instructions. There is also a Flatpak release available.

What's next

• A11y improvements
• Maybe and just maybe an optional sync feature
• Hosting on Flathub - if you've been through that process and have advice, please reach out

Open Forms is still a small, focused project doing one thing. If you've ever dealt with Wi-Fi pain while collecting data at an event, give it a try. Bug reports, feature requests, and feedback are all very welcome.

And if you find it useful - a star on GitHub goes a long way for a solo project. 🙂

Open Forms on GitHub

Painkillers are essential. (There are indicators that Neanderthals already used them.) However, many people don’t know about aspects of them, that could be relevant for them in practice. Since I learned some new things recently, here a condensed info dump about painkillers.

Many aspects here are oversimplified in the hope to raise some initial awareness. Please consult your doctor or pharmacist about your personal situation, if that’s possible. I will not talk about opioids. Their addiction potential should never be underestimated.

Here is the short summary:

• Find out which substance and dose works for you.
• With most painkillers, check if you need to take Pantoprazole to protect your stomach.
• Never overdose paracetamol, never take it with alcohol.
• If possible, take pain medication early and directly in the dose you need.
• Don’t take pain medication for more than 15 days a month against headaches. Some mediaction even fewer days.
• If you have any preexisting conditions, health risks, or take additional medication, check very carefully if any of these things could interacts with your pain medication.

Not all substances will work for you

The likelihood of some substances not working for some sort of pain for you is pretty high. If something doesn’t seem to work for you, consider trying a different substance. I have seen many doctors being very confident that a substance must work. The statistics often contradict them.

Common over the counter options are:

• • Ibuprofen
  • Paracetamol
  • Naproxen
  • Acetylsalicylic Acid (ASS)
  • Diclofenac

All of them also reduce fever. All of them, except Paracetamol, are anti-inflammatory. The anti-inflammatory effect is highest in Diclofenac and Naproxen, still significant in Ibuprofen.

It might very well be that none of them work for you. In that case, there might still be other options to prevent or treat your pain.

Gastrointestinal (GI) side effects

All nonsteroidal anti-inflammatory drugs (NSAIDs), that is, Ibuprofen, Naproxen, ASS, and, Diclofenac can be hard on your stomach. This can be somewhat mitigated by taking them after a meal and with a lot of water.

Among the risk factors you should be aware of are Age above 60, history of GI issues, intake of an SSRI, SNRI, or Steroids, consumption of alcohol, or smoking. The risk is lower with Ibuprofen, but higher for ASS, Naproxen, and, especially, Diclofenac.

It is common to mitigate the GI risks by taking a Proton Pump Inhibitor (PPI) like Pantoprazole 20 mg. Usually, if any of the risk factors apply to you. You can limit the intake to the days where you use painkillers. You only need one dose per day, 30–60 minutes before a meal. Then you can take the first painkiller for the day after the meal. Taking Pantoprazole for a few days a month is usually fine. If you need to take it continuously or very often, you have to very carefully weigh all the side effects of PPIs.

Paracetamol doesn’t have the same GI risks. If it is effective for you, it can be an option to use it instead. It is also an option to take a lower dose NSAIDs and a lower dose of paracetamol to minimize the risks of both.

Metamizole is also a potential alternative. It might, however, not be available in your country, due to a rare severe side effect. If available, it is still a potential option in cases where other side effects can also become very dangerous. It is usually prescription-only.

For headaches, you might want to look into Triptans. They are also usually prescription-only.

Liver related side effects

Paracetamol can negatively affect the liver. It is therefore very important to honor its maximum dosage of 4000 mg per day, or lower for people with risk factors. Taking paracetamol more than 10 days per month can be a risk for the liver. Monitoring liver values can help, but conclusive changes in your blood work might be delayed until initial damage has happened.

A risk factor is alcohol consumption. It increases if the intake overlaps. To be safe, avoid taking paracetamol for 24 hours after alcohol consumption.

NSAIDs have a much lower risk of affecting the liver negatively.

Cardiovascular risks

ASS is also prescribed as a blood thinner. All NSAIDs have this effect to some extent. However, for ASS, the blood thinning effect extends to more than a week after it has been discontinued. Surgeries should be avoided until that effect has subsided. It also increases the risk for hemorrhagic stroke. If you have migraine with aura, you might want to avoid ASS and Diclofenac.

NSAIDs also have the risk to increase thrombosis. If you are in as risk group for that, you should consider avoiding Diclofenac.

Paracetamol increases blood pressure which can be relevant if there are preexisting risks like already increased blood pressure.

If you take ASS as a blood thinner. Take Aspirin at least 60 minutes before Metamizole. Otherwise, the blood thinning effect of the ASS might be suppressed.

Effective application

NSAIDs have a therapeutic ceiling for pain relief. You might not see an increased benefit beyond a dose of 200 mg or 400 mg for Ibuprofen. However, this ceiling does not apply for their anti-inflammatory effect, which might increase until 600 mg or 800 mg. Also, a higher dose than 400 mg can often be more effective to treat period pain. Higher doses can reduce the non-pain symptoms of migraine. Diclofenac is commonly used beyond its pain relief ceiling for rheumatoid arthritis.

Take pain medication early and in a high enough dose. Several mechanisms can increase the benefit of pain medication. Knowing your effective dose and the early signs to take it is important. If you have early signs of a migraine attack, or you know that you are getting your period, it often makes sense to start the medication before the pain onset. Pain can have cascading effects in the body, and often there is a minimum amount of medication that you need to get a good effect, while a lower dose is almost ineffective.

As mentioned before, you can combine an NSAIDs and Paracetamol. The effects of NSAIDs and Paracetamol can enhance each other, potentially reducing your required dose. In an emergency, it can be safe to combine both of their maximum dosage for a short time. With Ibuprofen and Paracetamol, you can alternate between them every three hours to soften the respective lows in the 6-hour cycle of each of them.

Caffeine can support the pain relief. A cup of coffee or a double-espresso might be enough.

Medication overuse headache

Don’t use pain medication against headaches for more than 15 days a month. If you are using pain medication too often for headaches, you might develop a medication overuse headache (German: Medikamentenübergebrauchskopfschmerz). They can be reversed by taking a break from any pain medication. If you are using triptans (not further discussed here), the limit is 10 days instead of 15 days.

While less likely, a medication overuse headache can also appear when treating a different pain than headaches.

If you have more headache days than your painkillers allow treating, there are a lot of medications for migraine prophylaxis. Some, like Amitriptyline, can also be effective for a variety of other kinds headaches.

Six years ago I released Flatseal. Since then, it has become an essential tool in the Flatpak ecosystem helping users understand and manage application permissions. But there’s still a lot of work to do!

I’m thrilled to share that my employer Igalia has selected Flatseal for its Coding Experience 2026 mentoring program.

The Coding Experience is a grant program for people studying Information Technology or related fields. It doesn’t matter if you’re enrolled in a formal academic program or are self-taught. The goal is to provide you with real world professional experience by working closely with seasoned mentors.

As a participant, you’ll work with me to improve Flatseal, addressing long standing limitations and developing features needed for recent Flatpak releases. Possible areas of work include:

• Redesign and refactor Flatseal’s permissions backend
• Support denying unassigned permissions
• Support reading system-level overrides
• Support USB devices lists permissions
• Support conditional permissions
• Support most commonly used portals

This is a great opportunity to gain real-world experience, while contributing to open source and helping millions of users.

Applications are open from February 23rd to April 3rd. Learn more and apply here!

Another year of work on Mahjongg is over. This was a pretty good year, with smaller improvements from several contributors. Let’s take a look at what’s new in Mahjongg 49.x.

Game Session Restoration

Thanks to contributions by François Godin, Mahjongg now remembers the previous game in progress before quitting. On startup, you have the option to resume the game or restart it.

New Pause Screen

Pausing a game used to only blank out the tiles and dim them. Since games restored on startup are paused, the lack of information was confusing. A new pause screen has since been added, with prominent buttons to resume/restart or quit. Thanks to Jeff Fortin for raising this issue!

A new Escape keyboard shortcut for pausing the game has also been added, and the game now pauses automatically when opening menus and dialogs.

New Game Rules Dialog

Help documentation for Mahjongg has existed for a long time, but it always seemed less than ideal to open and read through when you just want to get started. Keeping the documentation up-to-date and translated was also difficult. A new Game Rules dialog has replaced it, giving a quick overview of what the game is about.

Accessibility Improvements

Tiles without a free long edge now shake when clicked, to indicate that they are not selectable. Tiles are also slightly dimmer in dark mode now, and follow the high contrast setting of the operating system.

When attempting to change the layout while a game is in progress, a confirmation dialog about ending the current game is shown.

Fixes and Modernizations

Various improvements to the codebase have been made, and tests were added for the game algorithm and layout loading. Performance issues with larger numbers of entries in the Scores dialog were fixed, as well as an issue focusing the username entry at times when saving a score. Some small rendering issues related to fractional scaling were also addressed.

Mahjongg used to load its tile assets using GdkPixbuf, but since that’s being phased out, it’s now using Rsvg directly instead. The upcoming GTK 4.22 release is introducing a new internal SVG renderer, GtkSvg, which we will hopefully start using in the near future.

GNOME Circle Membership

After a few rounds of reviews from Gregor Niehl and Tobias Bernard, Mahjongg was accepted into GNOME Circle. Mahjongg now has a page on apps.gnome.org, instructions for contributing and testing on welcome.gnome.org, as well as a new app icon by Tobias.

Future Improvements

The following items are next on the roadmap:

• Port the Scores dialog to the one provided by libgnome-games-support
• Use GtkSvg instead of Rsvg for rendering tile assets
• Look into adding support for keyboard navigation (and possibly gamepad support)

Download Mahjongg

The latest version of Mahjongg is available on Flathub.

That’s all for now!

You all know that librsvg is developed in gitlab.gnome.org, not in GitHub. The README prominently says, "PLEASE DO NOT SEND PULL REQUESTS TO GITHUB".

So, of course, today librsvg got its first AI slop pull request and later a second one, both in GitHub. Fortunately (?) they were closed by the same account that opened them, four minutes and one minute after opening them, respectively.

I looked.

There is compiled Python code (nope, that's how you get another xz attack).

There are uncomfortably large Python scripts with jewels like subprocess.run("a single formatted string") (nope, learn to call commands correctly).

There are two vast JSON files with "suggestions" for branches to make changes to the code, with jewels like:

• Suggestions to call standard library functions that do not even exist. The proposed code does not even use the nonexistent standard library function.

• Adding enum variants to SVG-specific constructs for things that are not in the SVG spec.

• Adding incorrect "safety checks". assert!(!c_string.is_null()) to be replaced by if c_string.is_null() { return ""; }.

• Fix a "floating-point overflow"... which is already handled correctly, and with a suggestion to use a function that does not exist.

• Adding a cache for something that does not need caching (without an eviction policy (so it is a memory leak)).

• Parallelizing the entire rendering process through a 4-line function. Of course this does not work.

• Adding two "missing" filters from the SVG spec (they are already implemented), and the implementation is todo!().

It's all like that. I stopped looking, and reported both PRs for spam.