build1 publisher
Background Agents hands the task to a second model when one tool call fails three times
An open-source implementation of Ramp's Inspect architecture escalates through bounded retry, a fallback model and an evaluator that can gate PR creation. Adopting it means taking its control plane, Docker sandboxes and GitHub App too.
Publishers:dev.to
Reality
- Evidence28
- Adoption18
- Hype gap+30
- Incentives60
- Confidence35