Vibe Coding Discoversemdecide
View on GitHubTyped semantic decisions for Unix pipelines and CI, powered by TypeSafe AI Jev.
Python CLI that brings typed LLM judgments to Unix pipelines and CI: is/choose/score/filter commands return predicates, routes, scores, and stable exit codes from TypeSafe AI Jev, plus a guard recipe for agent action safety.
Use Cases
Semantic grep over logs and incidentsRoute support tickets to queues by meaningScore answers against ordered rubricsFilter JSONL records by semantic predicate in CIAgent action firewall returning allow/escalate/blockGate CI steps on LLM judgments via exit codesChurn-risk or account-takeover signal detectionGrounding/completeness checks on model output
Built With
- Language
- Python
- Frameworks
- TypeSafe AI Jev
Tags
cli · unix-pipelines · semantic-judgment · llm-classification · jsonl · ci · agent-safety · guardrails · exit-codes · python · shell-integration · typed-decisions · confidence-threshold · prompt-free