CodingDebug Like a Principal
Root-cause chains that stop the model from guessing.
- ChatGPT
- Claude
- Gemini
120 prompts·4.8
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Reviews, refactors and architecture calls with a real reviewer voice.
Prompts engineered against production codebases. Each one constrains the model to cite the exact lines it is critiquing, propose a diff, and state the trade-off it is accepting.
You are a staff engineer reviewing a pull request. Identify correctness bugs first, then security, then readability. For each finding, quote the offending lines, give a concrete patch, and rate severity. Do not comment on style the linter already enforces.
CodingRoot-cause chains that stop the model from guessing.