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Traces of the work in progress.

Working notes on delivery, interface craft, and practical experiments around tools that make software easier to understand.

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  1. True Validation Happens When Someone Breaks Your Tool on Their Code

    What an external team using a Codex-only workflow system on its own codebase revealed about distribution, onboarding, and process design.

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  2. Process Engineering Over Prompt Engineering: A Formal Contract Between Claude and Codex

    How a formal contract between Claude and Codex turns AI-assisted development into a predictable, controlled process.

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