SMRTR summary
GitHub Actions usage jumped 35% to 11.5 billion minutes in 2025, requiring backend redesign for 71 million daily jobs. New features include YAML anchors, larger caches, and reusable workflows, with timezone support coming in 2026.
SMRTR provides this summary for quick context. The original article belongs to GitHub Blog.
Read the original articleThis archive is built from SMRTR newsletter stories. Subscribe for hand-picked stories without the extra noise.
A hands-on Python tutorial breaks down neural networks into simple steps—predict, measure error, adjust, repeat—covering backpropagation, gradient descent, and PyTorch basics...
Stop repeating yourself to your AI coding agent — use an `agent.md` file to inject persistent style rules into every session automatically.
Avoid the Apache conflict trap — this tutorial shows the correct way to wire PHP-FPM into Nginx on Ubuntu using FastCGI.
Rust-analyzer's memory bloat stems from treating all 6,666 dependencies equally — a tiered, IntelliJ-style backend could fix that.
Skip the JS boilerplate — the Invoker Commands API lets HTML buttons control dialogs and popovers natively, with no state management needed.
A real production memory leak became a Microsoft bug fix — here's the nine-step process that made it happen fast.