A crucial organizational element maintaining consistency across cycles is results.tsv—an automated experiment ledger managed by the supervisory AI. It records every test iteration, providing the AI with historical data to inform subsequent optimization attempts. The complete project architecture additionally includes Dockerfile.base, an optional .agent/ folder for reusable components like templates and capabilities, a tasks/ directory for evaluation data (included per evaluation branch), and a jobs/ folder for operational outputs.
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