Writing

In-context reinforcement learning for codingJun 2026
A stripped-down agent that reuses its own successful runs matched a hand-engineered harness on Terminal-Bench, but only with careful retrieval.
You're building multi-agents wrongOct 2025
How to design human-like multi-agent systems
Designing beautiful appsOct 2025
A few tips for making your app look and feel great