A fast tour through the systems I actually use: local cloud agents, model routing, Claude Code that improves its own instructions, a company run as a repo, and side projects kept alive by agents.
What people take home
- Concrete Claude Code systems you can copy this week.
- A simple way to route work to the right model.
- How to keep agents useful as the instructions and tools change.