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Labeling tools are great, but what about quality checks?

January 17, 2023 by Jakub Piotr Cłapa  |   Blog

MLfix is an open-source tool that combines novel unsupervised machine-learning pipelines with a new user interface concept that, together, help annotators and machine-learning engineers identify and filter out label errors.

Labeling tools are great, but what about quality checks?

A brave new world: building glibc with LLVM

January 17, 2023 by Adrian Ratiu  |   Blog

Times are changing: LLVM has become more than a spare to GCC, such that glibc - the last big GCC bastion, is now working towards supporting LLVM as a first-class citizen.

A brave new world: building glibc with LLVM

Kicking off 2023 with the MIT Reality Hack!

January 11, 2023 by Jakob Bornecrantz  |   Blog

It's with excitement and nervousness that I'm writing this post, sitting on a plane heading to Boston where I will attend the MIT Reality Hack as a mentor.

Kicking off 2023 with the MIT Reality Hack!

Always growing, always evolving

December 29, 2022 by Kara Bembridge  |   News & Events

With only a few months passing since our last new joiner update, it should come as no surprise that the Collabora crowd has expanded yet again. Our flexible disposition affords us an exceptional bunch to onboard when opportunity knocks.

Always growing, always evolving

State of Monado's visual-inertial tracking

December 20, 2022 by Mateo de Mayo  |   Blog

The development of Monado's inside-out tracking solution keeps improving and more devices are now supported. Here's an overview of where things stand, as presented at the FOSS XR conference in October.

State of Monado's visual-inertial tracking

Faith Ekstrand is a 2022 Khronie Award recipient!

December 19, 2022 by Kara Bembridge  |   News & Events

Contributing to the Vulkan Working Group since 2015, Faith has continues to make a significant impact. Her expertise and diligence has helped to shape the group and we're proud to see his hard work see some well earned spotlight.

Faith Ekstrand is a 2022 Khronie Award recipient!

Machine Learning with Etnaviv and OpenCL

December 15, 2022 by Italo Nicola  |   Blog

Machine learning is increasingly seeing more applications and it's important to have FOSS options to accelerate such workloads. With that in mind, we began an effort earlier this year to get a TFLite model running on a VIM3 NPU using Etnaviv and OpenCL.

Machine Learning with Etnaviv and OpenCL

Kernel 6.1: Multi-generational improvements

December 13, 2022 by AngeloGioacchino Del Regno  |   News & Events

Collabora's contributions include ongoing upstreaming of the RockChip RK3588 and MediaTek Helio X10 (MT6795) SoCs, numerous bug fixes and improvements for Cedrus and Hantro IPs, and memory shrinker support for the VirtIO-GPU driver.

Kernel 6.1: Multi-generational improvements

Wine on Wayland 2022 update: more games, more apps, more fun!

December 12, 2022 by Alexandros Frantzis  |   News & Events

The focus in 2022 was on maturing the Wayland driver and keeping up to date with the Wine upstream internal changes, which involved updating it for the latest internal driver APIs, and making preparations to support WoW64.

Wine on Wayland 2022 update: more games, more apps, more fun!

KernelCI now testing Linux Rust code

December 06, 2022 by Adrian Ratiu  |   News & Events

After waiting in the Linux-next integration tree for about 18 months, the basic Rust infrastructure finally landed in the mainline Linux kernel with the imminent release of v6.1.

KernelCI now testing Linux Rust code

Tracing stateless video hardware decoding in V4L2

December 02, 2022 by Deborah Brouwer  |   Blog

Earlier this year, I joined Collabora for a six-month internship to learn how V4L2 (Video4Linux2) supports stateless video hardware decoding, and build a utility that traced and replayed stateless decoding from a userspace perspective.

Tracing stateless video hardware decoding in V4L2

Shifting to open gears for the Automotive Linux Summit

December 01, 2022 by Kara Bembridge  |   News & Events

Coming up next week at the Automotive Linux Summit in Yokohama and virtually, Marius Vlad and Daniel Stone will present the latest on the AGL Wayland compositor, and the current state of graphics virtualization upstream.

Shifting to open gears for the Automotive Linux Summit

Building Tyr in Rust, part 3: Managing GPU memory

August 26, 2026 by Daniel Almeida  |   Blog

Tyr’s latest Rust GPU kernel driver work puts GPU memory management in place, from VM binding and GPUVM to GEM-backed buffers and firmware boot, moving key pieces upstream before tackling synchronization next.

Building Tyr in Rust, part 3: Managing GPU memory

The power of APIs: The unsung hero of AI interface

July 07, 2026 by Marcus Edel  |   Blog

AI development is shifting from implementing models from scratch to composing powerful capabilities via APIs, enabling developers to integrate speech recognition, language models, and tool execution into useful applications with far less effort.

The power of APIs: The unsung hero of AI interface

Simplifying Bluetooth qualification for Linux/BlueZ: New upstream documentation

May 26, 2026 by Frederic Danis  |   Blog

New upstream BlueZ documentation helps simplify Bluetooth qualification for Linux-based products by mapping supported profiles, test requirements, software versions, and manual steps in one place.

Simplifying Bluetooth qualification for Linux/BlueZ: New upstream documentation

Building Tyr in Rust, part 2: CSF architecture and booting the MCU

May 14, 2026 by Daniel Almeida  |   Blog

See how Tyr moves beyond MCU firmware boot to build the group, queue, VM, submission, and completion paths needed to run real Vulkan workloads on Mali CSF GPUs.

Building Tyr in Rust, part 2: CSF architecture and booting the MCU

Optimizing memory access in NIR

May 07, 2026 by Faith Ekstrand  |   Blog

A complete breakdown of Mesa’s NIR compiler detailing how it optimizes shader memory access with SSA promotion, deref analysis, copy propagation, and store elimination to reduce memory traffic and improve GPU performance.

Optimizing memory access in NIR

BlueZ-powered Auracast broadcasting on Genio 700

May 05, 2026 by George Kiagiadakis  |   Blog

Collabora brought Bluetooth Auracast broadcasting to MediaTek Genio 700 for Embedded World 2026. Here's the complete, fully Open Source setup featuring Debian, BlueZ, PipeWire, with all the code and configs from our live booth demo.

BlueZ-powered Auracast broadcasting on Genio 700

Making the invisible audible: Building an OpenXR experience for ocean protection

April 22, 2026 by Kara Bembridge  |   Blog

Using our XR expertise, Collabora created a standalone XR experience for our 1% for the Planet partner, SOMAR, to showcase the direct impact of underwater noise pollution on marine life.

Making the invisible audible: Building an OpenXR experience for ocean protection

Bringing BitNet to ExecuTorch via Vulkan

April 17, 2026 by Vineet Suryan  |   Blog

BitNet-style ternary brings LLM inference to ExecuTorch via its Vulkan backend, enabling much smaller, bandwidth-efficient models with portable GPU execution on edge devices. Presented at PyTorch Conference Europe 2026.

Bringing BitNet to ExecuTorch via Vulkan

Re-thinking framebuffers in PanVK

March 23, 2026 by Faith Ekstrand  |   Blog

PanVK’s new framebuffer abstraction for Mali GPUs removes OpenGL-specific constraints, unlocking more flexible tiled rendering features in Vulkan.

Re-thinking framebuffers in PanVK

Running Mainline Linux, U-Boot, and Mesa on Rockchip: A year in review

March 02, 2026 by Nicolas Frattaroli  |   Blog

Get the recap of Nicolas Frattaroli's FOSDEM talk detailing Rockchip’s mainline progress, including Vulkan 1.4 and NPU support as a vital path to sustainable, affordable hardware.

Running Mainline Linux, U-Boot, and Mesa on Rockchip:  A year in review

Now streaming: Collabora XDC 2025 presentations

December 02, 2025 by Mark Filion  |   Blog

As an active member of the freedesktop community, Collabora was busy at XDC 2025. Our graphics team delivered five talks, helped out in two more sessions, and ran a workshop for newcomers.

Now streaming: Collabora XDC 2025 presentations

Implementing Bluetooth LE Audio & Auracast on Linux systems

November 24, 2025 by George Kiagiadakis  |   Blog

LE Audio introduces a modern, low-power, low-latency Bluetooth® audio architecture that overcomes the limitations of classic Bluetooth® profiles. Get a detailed look at its features, how its supported on Linux, and what lies ahead.

Implementing Bluetooth LE Audio & Auracast on Linux systems

Mesa on Android: How we brought Turnip, SkiaVK, and Cuttlefish to CI

September 10, 2026 by Valentine Burley  |   News & Events

Turnip is the first Mesa driver to achieve official Vulkan conformance on Android, with stronger Android integration, shared Vulkan runtime improvements, and real-device CI testing on Qualcomm Adreno hardware.

Mesa on Android: How we brought Turnip, SkiaVK, and Cuttlefish to CI

Building GPU Drivers in Rust: Tyr at RustConf 2026

September 08, 2026 by Kara Bembridge  |   News & Events

Join us in Montreal for the 10th edition of RustConf! Catch our talk on Tyr, the new Rust kernel driver for Arm Mali GPUs.

Building GPU Drivers in Rust: Tyr at RustConf 2026

From AI video analytics to XR streaming at IBC 2026

September 08, 2026 by Kara Bembridge  |   News & Events

Collabora is heading to Amsterdam! Join us at Booth A63 in Hall 14 to see GStreamer Analytics with machine learning, standalone XR remote rendering, and our MediaTek Genio-powered Magic Mirror for virtual clothing swaps.

From AI video analytics to XR streaming at IBC 2026

Kernel 7.2: RK3588 media, smarter GPU memory, and Rust foundations

August 18, 2026 by Deborah Brouwer  |   News & Events

Linux kernel 7.2 adds broad core, Rust, and hardware-support updates, with Collabora contributing 102 patches across graphics, media, virtualization, networking, power management, and SoC enablement.

Kernel 7.2: RK3588 media, smarter GPU memory, and Rust foundations

MediaTek Genio upstream update: from HDMI 2.0 to booting on U-Boot and TF-A

August 12, 2026 by Julien Massot  |   News & Events

Collabora and MediaTek continue expanding upstream support across the Genio IoT family, with HDMI 2.0 now enabled for existing boards, Genio 520 and 720 support progressing in Linux, and Genio Pro 5100 enablement extending into U-Boot and Trusted Firmware-A.

MediaTek Genio upstream update: from HDMI 2.0 to booting on U-Boot and TF-A

Kraid is a now a real compiler

July 30, 2026 by Faith Ekstrand  |   News & Events

Kraid, the new compiler for the Panfrost driver stack, now passes all Vulkan CTS compute shader tests. This marks a major milestone, with work continuing on additional shader stages, code quality, and performance optimization.

Kraid is a now a real compiler

Cracking Windows Open: Porting RADV to WIN32

July 28, 2026 by Louis-Francis Ratté-Boulianne  |   News & Events

RADV’s experimental Windows port brings Mesa’s open source Vulkan driver for AMD GPUs closer to running real workloads, while highlighting the need for a stable interface to AMD’s proprietary kernel driver.

Cracking Windows Open: Porting RADV to WIN32

Building an Arch Linux aarch64 port for Holo Core

July 17, 2026 by Denis Pynkin  |   News & Events

The Holo Core aarch64 preview provides early binaries, sources, and containers for an Arch Linux-based aarch64 port, backed by tooling and CI work for reproducible rolling-release builds.

Building an Arch Linux aarch64 port for Holo Core

Weston 16: HDR-ready, improved debugging, and DRM backend features

July 16, 2026 by Marius Vlad  |   News & Events

Weston 16 expands HDR and color management support, improves Perfetto debugging and DRM backend performance, and adds new protocol and renderer capabilities for more efficient and flexible Wayland compositor development.

Weston 16: HDR-ready, improved debugging, and DRM backend features

From Apertis to SBOMs: Debian development at DebConf 2026

July 13, 2026 by Kara Bembridge  |   News & Events

Next week we'll be in Santa Fe, Argentina, for DebConf 2026! Catch our 2 talks covering the latest Apertis developments and toolkits in Debian.

From Apertis to SBOMs: Debian development at DebConf 2026

Kraid: A new compiler for Panfrost

June 25, 2026 by Faith Ekstrand  |   News & Events

Kraid is a new Rust-based compiler for Panfrost that replaces the aging Bifrost-rooted compiler stack with a cleaner, more flexible design for modern Mali GPUs, improving IR structure, register allocation, hardware testing, and long-term maintainability.

Kraid: A new compiler for Panfrost

AMD Embedded Computing Summit 2026 in Eindhoven

June 17, 2026 by Kara Bembridge  |   News & Events

Join us on June 18 for our low-latency ML video analytics demo on the Ryzen AI Max 300 Series at the AMD Embedded Computing Summit!

AMD Embedded Computing Summit 2026 in Eindhoven

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