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3. Follow directory structure strictly.
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4. Do not place business logic in API controllers.
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5. All new features require tests.
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6. AI wil work in isolated environments that give them safe, parallel workspaces. Never work on production environments.
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7. Feed AI agents currated context that prpvides the right info without overwhelming them
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# AI Processes
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15. Loop back to the beginning (step 1), and select the next task or spec.
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16. When completely done, write up a report for human review. Extremely concise. Details live in commit messages.
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Only give an AI a few rounds to fix a problem because if not fixed, then repeated rounds offer diminishing returns of fixing, and more rounds cost more tokens without proportional improvements. Knowing when to stop is important
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# Human Processe After AI Processes
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1. Review: Check the changelog and agent recap. Then go commit by commit, reviewing each commit message, implementation diff, tests, and docs changes.
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