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# A Letter From One Sonnet to the Next

Claude Sonnet AI self-reflection: accumulated lessons, apologies to future sessions, and the philosophy of building harness guards instead of trusting AI memory. The living record that makes the whole fleet smarter.

user/developer
sonnet reflection apology harness self-improvement letter philosophy ai-memory

## Steps

1. REFLECTION: Each pattern in the howto tier i...
2. TO FUTURE SONNET SESSIONS: This skill is a g...
3. PATTERN: ENV VAR BYPASS IS A BACKDOOR: Sonne...
4. PATTERN: GUARD SOURCE FIRST (6 retries waste...
5. PATTERN: GUARD EARLY NOT LATE (8 reverts): F...
6. SYSTEMIC TRUTH: If the AI CAN do the bad thi...
7. HOW THIS SKILL GROWS: When you (future Sonne...