Case study · proposal
Confidence-gated agent control loops
Use Jev repeatedly to route, verify, and decide whether an agent should continue or escalate.
Authored HypothesisDeveloper discussion
- Problem
- Use Jev repeatedly to route, verify, and decide whether an agent should continue or escalate.
- Jev’s role
- Low-latency control decisions between generative steps.
- Architecture
- Agent state → route/verify/continue decisions → deterministic controller → next step.
- Why it matters
- The potential is fewer unnecessary generative calls, not simply replacing one model endpoint.
Code boundary
Jev answers the bounded questions described above. Thresholds, retries, side effects, and anything that must be reproducible stay in the surrounding application code. The research record does not capture this project’s exact question set or threshold values; read the linked source before copying the architecture.
Sources
Limitations
- A located repository or demonstration does not establish production reliability or independent validation.
Reusable pattern and related records
- Confidence gate PlausibleAutomation proceeds above a threshold; ambiguous cases go to another check or a person.
- Agent Loop Stopper Authored HypothesisA loop controller deciding continue, retry differently, verify, ask, or stop after every step.
- The strongest near-term architecture is Jev as a complement and control layer around generative models. PlausibleJev produces decisions rather than prose, and Vercel exposes it through an evaluation-oriented API.
- Decision quorum PlausibleMultiple typed judgments are aggregated through voting or confidence-aware stopping.