Your New Prompt 'Feels' Better. That's Not an Eval.
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You tweak the prompt. Run it against the three examples you always use to sanity-check. It looks better. Ship it. That's not evaluation. That's vibes with extra steps — and it's the exact habit interviewers are trained to catch with one question. 🎯 TL;DR: One interview question, one real framework: don't trust "it looks better on my usual examples" — build a small eval set, score it the same way every time, and re-run it on every future change. Read the framework, then use it as the literal…
1Key Takeaways
- Run it against the three examples you always use to sanity-check.
- That's vibes with extra steps — and it's the exact habit interviewers are trained to catch with one question.
- 🎯 TL;DR: One interview question, one real framework: don't trust "it looks better on my usual examples" — build a small eval set, score it the same way every time, and re-run it on every future change.
- Read the framework, then use it as the literal….
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that run it against the three examples you always use to sanity-check.
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