Notes.

Short observations from building systems, working with AI and shipping in public.

3 of 21 entries · multi-agent · Updated Aug 6, 2026

01

One agent file, many opinions

I did not want three review agents for three CLIs. I wanted the agent I already tuned for Claude Code to run everywhere. That one constraint...

multi-agent Jul 28, 2026 1 min read
02

Score the models, but do not tell them

multi-agent's arena ends with a scoreboard: which model found real bugs, which one hallucinated, which one conceded gracefully. The design d...

multi-agent Jul 28, 2026 1 min read
03

Let the debate stop itself

The first version of multi-agent's arena ran a fixed number of rounds. Three models, four rounds, every time. Half of those rounds were thea...

multi-agent Jul 28, 2026 1 min read