build1 distinct publisher
Do not let the model that wrote the diff approve it: the case for a cross-vendor review gate
A dev.to tip argues agent pipelines need an adversarial verifier from a different model family plus randomized human audits, because same-model review exploits a documented self-preference bias.
Publishers:dev.to
Reality
- Evidence20
- Adoption
- Insufficient
- Hype gap+38
- Incentives
- Insufficient
- Confidence30