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Writing

Essays on Spec-Driven Development, EARS, and the discipline of making LLM coding agents tell the truth.

  • The Bug That Reads Like a Textbook

    AI coding agents fail invisibly when the spec is ambiguous, and no amount of testing afterwards catches it. The Cleveland bug — eight lines, two passing tests, eleven hundred shipped reports — is the opening scene of The Fluency Trap. Here is the trap, and the one practice that closes it.

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