Matt Shumer (@mattshumer_)

When building with the Claude Agent SDK, a powerful trick is to let the agent write notes to a file during each run… what worked, what didn’t, missing context, etc.​​​​​​​​​​​​​​​​ Have Claude Code sweep through multiple run notes and it’ll improve your harness automatically!