Vouch compiles human-owned intent into obligations, links evidence artifacts to those obligations, and produces deterministic release decisions for agent-written changes.

Structured evidence and release gating for software security compliance.

ML release-gate checks for drift, performance regression, latency, and JSON/Markdown deployment reports.

The ArmorCode Release Gate plugin for Jenkins enforces security policies by blocking or warning CI/CD builds based on validation results.

Unified Loop Theory: one recursive Codex skill for turning vague goals into objectives, probes, traces, judges, repairs, memory, and gates.

Repo intelligence engine for readiness scoring, release gates, and AI-context exports.

🚪 Governance gate for AI agents. Enforce policies before deployment: request contracts, operational safeguards, identity boundaries, action budgets. CLI tool with YAML config, JSON/text output, CI/CD integration.

Requirements-driven AI QA governance framework with traceability, audit reporting, and release gates.

Release-gate control plane for RAG and agent reliability checks, traces, and static dashboards

Document intelligence eval workspace with retrieval, citations, release gates, report artifacts, and a live static dashboard.

Reference system for model governance: evaluation gates → promotion workflow → serving API → Prometheus/Grafana observability.

Future AO management layer for typed run state, evidence aggregation, and release-train gates.

Draft signed evidence object and reference verifier for agentic AI release assurance.

Public Hugging Face card templates for model, dataset, report, and Space release-readiness without release claims.

Deterministic release gates for AI-agent runs, backed by synthetic fixtures.

Local Kubernetes-first release gating agent (kind+Helm): planner/executor, policy checks, MLflow integration, traces/metrics.

Codex-native audit-lite and audit-full skills with evidence-first review workflows