AI builds your software. Agents run your operations.
Can you audit every decision?
VIBES records what AI did. VERIFY proves it's authentic. PRISM scores the risk. EVOLVE helps agents learn from it.
Track which model wrote what code, which agent made what decision, what it was asked, how it reasoned, and what spawned each action. Line by line. Decision by decision. Agent by agent.
VIBES
The Data Standard
- Three-tier assurance data (Low/Medium/High)
- Line, function, and decision-level annotations
- Content-addressable storage with SHA-256
- Tool-agnostic, git-friendly, queryable
VERIFY
Security Attestation
- Cryptographic proof via DSSE + in-toto v1
- Ed25519 signatures with tamper detection
- Tool provider cosigning and trust tiers
- Public registry for transparency badges
EVOLVE
Agent Learning & Governance
- Agent delegation hierarchies and decision graphs
- Decision records with rationale capture
- Reinforcement pipelines from audit history
- Domain-extensible agent governance
PRISM
Provenance & Risk Scoring
- Provenance & Risk Intelligence Scoring Model
- CI/CD gate-ready composite risk scores
- Multi-signal analysis (model, prompt, attestation)
- Policy-driven accept/flag/block decisions
How It Works
VIBESRecord AI actions & decisions
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VIBESAnnotate code & agent activity
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VERIFYSign & attest cryptographically
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PRISMScore provenance risk
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EVOLVEFeed agent learning
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ShipAudit trail in git
VIBES is tool-agnostic, open-source, and works with any AI tool or agent. All audit data lives in a .ai-audit/ directory alongside your project, tracked in version control. Whether AI is writing code, managing infrastructure, processing transactions, or making autonomous decisions — VIBES provides the structured audit trail.