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The room, not the words in it. My AI harness

This article explores the critical role of context in AI coding and presents a systematic development workflow based on the “harness” concept, featuring four open-source skills (PRD, feature development, code review, testing pyramid) that use in-file iterative Q&A to ensure accurate and controllable AI output.

SourceHacker News AIAuthor: imjackofitall
The room, not the words in it. My AI harness
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Summary only

Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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EngineersIntermediate

Key points

  • AI coding requires rich context beyond the input text.
  • The harness concept: guides and sensors around the model to improve output quality.
  • Four open-source skills implement a structured workflow.
  • Iterative in-file Q&A refines specifications before code generation.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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