How Headroom compresses agent tool output and retrieves cached originals, with practical limits to check before adoption.

Search and review code patterns using syntax trees with ast-grep.

Use Gatus to check service responses and spot failures in a self-hosted stack.

Inspect GPU memory and activity by process, while keeping measurements separate from model estimates.

Use accessibility snapshots and short shell commands to navigate and inspect a browser with agent-browser.

Run a private Memos instance and organize short notes with tags, search, and a timeline.

How agent-desktop uses accessibility trees and snapshot references to operate desktop applications.

Use Worktrunk to organize parallel branches in separate working directories, and understand what those directories do and do not isolate.

A practical look at Handy, an open-source desktop dictation app, and the compromises involved in running speech recognition locally.

Explore a headless browser that runs JavaScript without a graphical rendering engine, and learn where it fits in an automation stack.