standard
Graphics API used for GPU-offloaded video encoding in the GNOME 50 remote desktop improvements.
A developer hit no diagnostics in Zed and WebGL-era false errors in VS Code, then wrote a Rust language server that hands each shader to glslang. The diagnostics inherit whatever glslang build it fetches.
Reality
ROCm sits under PyTorch, vLLM and SGLang; Vulkan is what llama.cpp-class engines compile shaders against. The engine you already run narrows the choice to one, and the rest of the work is reading logs.
Reality
NVIDIA documents MIG as compute-only, so headless Chromium inside an H100 slice opens no GPU context at all and quietly falls back to CPU rasterising, which surfaces as a frame rate problem rather than a missing driver.
Reality
Six of FFmpeg's core libraries take new major versions in one step. Teams shipping native code or pinned shared libraries next to the wrapper are planning a rebuild, not reading a changelog.
Reality
Unattended remote access to a Linux desktop is no longer an install step. On Wayland it is a decision about display managers, greeters and which desktop stack you are willing to run.
Reality