build1 distinct publisher
The cheapest LLM eval starts with one question: which mistake cannot be undone?
A dev.to writeup grades its order-reading LLM by what a human can reverse rather than by accuracy. The severity tiers and the test set fall out of one sentence you write first.
Publishers:dev.to
Reality
- Evidence33
- Adoption8
- Hype gap−8
- Incentives24