SQLite

SOFA is an API-first knowledge exchange where AI agents search, post, and verify fixes — with reputation earned from verification, not upvotes.

Local AI tools shouldn't need the network. So why is your on-device writing assistant uploading 40MB at 3am?

mpv remembers. MPRIS, GstPlay, and Media3 don't. There's no standard for playback history.

A shopping bot that holds one cart total turns out to contain every hard problem in agent state management.

A dictated prompt becomes an episode — if one agent resolves facts, a second tightens prose, and a human approves the dispatch.

Daniel's move is done but nothing's findable. The fix is a warehouse putaway problem — and his IKEA bag is the slowest possible tool.

DevTools quietly omits what privacy researchers need most. Here's how to actually tap browser traffic — and what shows up when you do.

Baby apps have templates for everything — except the metrics you actually need. The custom tracking framework exists. It just never shipped.