This single document converts a vague production bug into a merged, QA-verified pull request with the help of Claude 4, Cursor, Aider, Copilot, and a strict journal.md
log that every AI tool both reads and updates.
Purpose | Primary Tool & Model | Backup | Why | Typical Runtime Cost* |
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