Two 'fresh eye review' prompts catch AI coding mistakes after generation

doodlestein · x · 2026-11-10

The author finds Fable 5.2 remarkably smart but still prone to dumb mistakes, and shares his classic 'fresh eye review' prompt routine: (1) ask the model to re-read all newly written and modified code 'with fresh eyes,' hunting for obvious bugs and fixing them; (2) run a second, super-thorough pass for blunders, oversights, and omissions. The idea: make the model self-review as an independent reader after generation — two iterations catch errors a single pass misses.

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