Static production-readiness review
See what stands between
your AI agent and production.
Principles-based, evidence-backed review across security, reliability, governance, and selected OWASP, CWE, and NIST-aligned checks.
Why it mattersAI writes more code. Verification has not caught up.
42%of committed code is AI-generated or AI-assisted; Sonar projects 65% by 2027.Sonar survey, 2026 ↗96%of Sonar survey respondents do not fully trust AI-generated code; only 48% always verify before committing.Sonar survey, 2026 ↗45%of model-generation tasks introduced a known security flaw in Veracode’s Spring 2026 controlled evaluation.Veracode evaluation, 2026 ↗10×more security findings in Apiiro’s Fortune 50 enterprise sample; AI-assisted developers also produced 3–4× more commits.Apiiro study, 2025 ↗107%increase in mean open-source vulnerabilities per audited codebase in Black Duck’s 2026 OSSRA data.Black Duck OSSRA, 2026 ↗92%report governance challenges with AI-generated code; 80% say adoption outpaced policy development.GitLab / Harris Poll, 2026 ↗
Only provided sanitized demo ZIPs are accepted here.
Predefined demo projectsPick a known-safe fixture
Sample repository
Ready to scanEnterprise Analytics Agent
Browser chat · SQLite analytics · Mock CRM · Deterministic model
AuthorizationUser identity & access
Sensitive dataExposure & logging
ObservabilityModel & tool traces
EvaluationsQuality regression
ReliabilityTimeouts & retries
OversightHuman review gates
Static analysis only. Repository code is never executed.
Adversarial repository
Ready to scanSecurity Test Agent
Focused inert fixtures · Seven evaluated injection findings · No code execution
Prompt injectionHostile instructions
SQL injectionUnsafe query building
Command injectionShell execution
NoSQL injectionOperator objects
XSSUnsafe HTML sinks
Dynamic executionRuntime evaluation
Intentionally vulnerable source is treated only as untrusted text.
Clean baseline
Ready to scanClean Agent Baseline
Minimal typed agent · locked dependencies · no external integrations · no catalog risks detected
Zero findings means no matches in the current deterministic catalog—not a universal security guarantee.