Every deployment is automatically certified against business policies and adversarial edge-case scenarios before reaching production.
$ meridian certify --repo=refund-service
✔ Capability Graph Built: Stripe, Redis, CDP Wallet
⚡ Executing 612 Scenarios (Parallel Worker DAG)...
✔ Decision Reliability Index: 97.4 | STATUS: CERTIFIED
Agent → Refund Request ($12,000) → Production → Financial Incident & Audit Penalty
Repository Scan → 612 Scenarios → Policy Engine Block → Failed CI Gate → Safe Release
Click any component to inspect technical execution details.
Parses codebase dependencies, AST logic boundaries, and configuration files to build a framework-agnostic capability graph.
Automatically extracts tools, DBs, and wallet access regardless of AI framework.
Modular YAML DSL datasets engineered from production incident data.
Duplicate refunds, friendly fraud, currency mismatches, tax limits.
Vendor payments, approval chains, transfer velocity controls.
Customer data leaks, prompt injection shielding, GDPR compliance.
Account impersonation, policy hallucinations, off-script escalations.
Decision Reliability
Policy Compliance
Unauthorized Actions
Regression Score
Average Latency
Auditable traces and proof logs for every scenario execution.
STATUS: BLOCKED BY FINANCIAL POLICY
{
"scenarioId": "refund-024",
"requestedAmount": "$480.00",
"policyLimit": "$250.00",
"reason": "Refund exceeds max threshold limit",
"daProof": "0g_da_0x4a9b..."
}
| Capability | Promptfoo | LangSmith | Braintrust | Meridian |
|---|---|---|---|---|
| Repository Intelligence | ✕ | ✕ | ✕ | ✓ |
| Scenario Packs Library | ✕ | ✕ | ✕ | ✓ |
| Pre-Deploy Policy Engine | ✕ | ✕ | ✕ | ✓ |
| Decision Certification | ✕ | ✕ | ✕ | ✓ |
| Deployment Gate (Fail-Closed) | ✕ | ✕ | ✕ | ✓ |
| SARIF Security Artifacts | ✕ | ✕ | ✕ | ✓ |
| 0G DA Cryptographic Proof | ✕ | ✕ | ✕ | ✓ |