What a week of building a kid-safety guard on a laptop GPU taught me about measuring small models

Built for **Total Recall — Tatum × Walrus, Consumer Finance Apps track. Demo video (2:39):...

Every agent demo ends the same way The model writes the file, runs the thing, and prints...

A coding agent that waits for a prompt is easy to understand. You give it a task, watch the run, and...

Codex 0.164 added /presets and inline /model. Claude Code shipped 10 releases in 9 days. The agent CLIs are converging; your workflow is what lasts.

On October 31 at 15:15 Eastern I asked my agent about something that never happened. It was a planted...

Why maintaining six separate parsers for Make, Gherkin, EBNF, DOT, SysV, and prompt checklists collapsed into a single Smalltalk-80 keyword cascade—and how 40-year-old Xerox PARC technology gave AI coding agents mathematical zero-amnesia.

Record every Claude API call per user, convert tokens to dollars with the official Claude 5.5 prices, enforce plan caps, and show a usage page. Drizzle + Postgres + the Anthropic TypeScript SDK.

AI tools make it easy to ship an app in an afternoon. They also make it easy to ship your secret keys...

My coding agents keep running into problems we’ve already found On November 1, my coding...

My structured output worked by forcing Claude to call a tool that didn't exist. Opus 5.5 stopped playing along, and the fix was to stop doing the trick.