Blog

Anthropic's Memory API elevates file-based memory into a distributed primitive: per-file linearizability via compare-and-swap. Local filesystem to the agent, distributed semantics underneath. My best guess at the design.

I dug into Claude Code's .claude folder to understand how agents talk to each other. Then I rebuilt it from scratch in ~320 lines of Python using the Claude Agent SDK.

Built an iOS app at the Claude Code x Cerebral Valley hackathon — photograph your room, scan with LiDAR, chat with an AI design consultant, get photorealistic redesigns, and walk away with a shoppable product list.

Finishing an unfinished business, sharing some learnings on agent design

Daily grind becomes daily play