Everything we've written
We built three AI teams that worked great alone but couldn't coordinate. The user became the message bus, and the message bus forgets. The fix was a filesystem protocol designed by Daniel J. Bernstein in 1995.
Read more →We run a team of AI personas that collaborate in shared context. One day we asked: is our critic actually critiquing, or is the same model rating its own work? Seven research papers and one real test later, we built a feature to fix it.
Read more →I wanted to track how much my Claude API usage was actually costing me. Per request. Per task. Per tool call. So I built Langley: an intercepting proxy that captures every Claude API request, extracts token usage, calculates costs, and shows it all in real-time.
Read more →I asked Claude to "make my scraper robust." It generated 200 lines of plausible-looking code. All garbage. Here's what I do instead.
Read more →