build1 distinct publisher
A repair harness gives its language model one judgement and no authority
Maintenance work where a wrong fix returns a plausible answer needs an oracle before it needs a model, and one production deployment now reports what happened when the model was given a single judgement and nothing else.
Publishers:dev.to
Reality
- Evidence40
- Adoption18
- Hype gap+14
- Incentives34