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Notes on shipping what works.

QA, feedback, AI-assisted development, and what today’s sites need to catch issues and fix them fast.

Ideas on QA, feedback, and shipping fast with AI.

• FEEDBACK LOOP · OCTOBER 23, 2026 · 4 MIN READ

  Close the loop, or people stop giving feedback

  Feedback is a conversation, not a form. Why the moment after someone reports a problem matters more than the report itself, and how to make it count.

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• FEEDBACK LOOP · OCTOBER 16, 2026 · 4 MIN READ

  A screenshot is not a bug report

  Most bug reports arrive missing the five facts a developer needs to fix them. Here is what good QA feedback actually contains, and how to stop chasing it.

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