๐จ A SENIOR ANTHROPIC ENGINEER JUST DROPPED AN 11-PAGE PDF ON LOOP ENGINEERING.
The core shift: stop prompting the agent. Build the system that prompts it.
Inside the autonomous loop:
- Discover โ Finds its own work (failing CI, open issues).
- Isolate โ Uses separate git worktrees to prevent collisions.
- Verify โ A second agent reviews the work. (Never let agents self-grade).
- Persist โ Writes to disk, not temporary context windows.
- Schedule โ Runs automatically on a timer.
This is a great framework for building more reliable agentic systems
link to the guide below.
Read it, then check out this ace article on Loop Engineering by @akshay_pachaar ๐