Jev glossary
Patterns
Risk triage
Jev scores a transfer or a claim. Hard rules and a routing matrix in code decide whether to pass, review, or freeze.
- Category
- Patterns
- Also known as
- None
- Reading time
- 1 min
- Related terms
- 4
- Directory entries
- 2
- Docs
- Not listed
- Added
- 2026-09-28
Definition
jev-guard runs blacklist, sanctions, and a $500k cap before any model call. Jev then answers risk level, pattern, freeze probability, and a route. The route is stored and never executed. Errors degrade to manual review. On 100 synthetic labeled events the rules-only baseline beat the model on accuracy, and the model missed no freeze.
jev-suite uses the same split on video briefs, hiring fit, edit fidelity, and rental claims. No evidence means the check fails closed. The model's suggestion is an input to the matrix, not the action.
Tagspatternssafety
Related terms
Definitions that connect to this one.
Fail closedWhen the model errors, times out, or lacks evidence, the system escalates or blocks instead of allowing the action.EcosystemHuman reviewThe explicit path for uncertain or high-stakes cases: route to a person instead of acting on a low-confidence answer.PatternsConfidence gateA threshold on confidence that decides whether code acts, confirms first, or escalates to a person or a bigger model.Answers & ConfidenceGuardrailScreening messages going into or out of an LLM app with hazard Nouls and severity Scores, then thresholding the probabilities.Patterns
From the Jev directory
Directory entries that go deeper on this term.
A Java gateway that asks Jev four questions about a deposit or withdrawal, then applies a direction-aware routing matrix in code.
Jev Tools & CLIs#community#java#security
Community
klauswg/jev-guardJava
klauswg/jev-guardJavaFour Java checkers (sponsored video, hiring fit, edit fidelity, and rental listings) that keep thresholds and vetoes in unit-tested code.
Jev Tools & CLIs#community#java#verification
Communityklauswg/jev-suiteJava
klauswg/jev-suiteJavaFrom the Jev AI model community
Posts from builders shipping with Jev right now.