CodingSenior Engineer Toolkit
Reviews, refactors and architecture calls with a real reviewer voice.
- ChatGPT
- Claude
210 prompts·4.9
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Root-cause chains that stop the model from guessing.
A disciplined debugging methodology encoded as prompts: reproduce, isolate, hypothesise, falsify. It stops the endless “try this instead” loop that wastes hours.
Given this error and stack trace, do not propose a fix yet. First list the three most probable root causes ranked by likelihood, and for each state the single cheapest experiment that would falsify it.
CodingReviews, refactors and architecture calls with a real reviewer voice.