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![MichLieben Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::512156315.png) Mich 🧠 💭 [@MichLieben](/creator/twitter/MichLieben) on x 1083 followers
Created: 2025-07-16 15:47:39 UTC

When things go wrong (and they will), here's your debugging checklist:

Token economy: Is every word earning its place?
Hierarchy: Is critical info buried?
Conflicts: Do examples contradict instructions?
Ambiguity: Could instructions mean multiple things?

Most failures are architecture failures.


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