COMPLIANCE & GOVERNANCE
VibeReview is a control engine for AI-assisted code. The threat model identifies the risks. Guardrails enforce policy at prompt time. PR reviews log evidence on every change, and mapping reports translate that activity into the vocabulary your assessor uses.
14-day free trial · No card required
MODEL
VibeReview reads the repo and identifies entry points, trust boundaries, data flows, and AI failure modes. VibeReview maps each finding to the controls in your framework that govern it. Auditors get scope without a workshop.
ENFORCE
Each control becomes a guardrail. Rules load in the IDE before the agent writes a line. Policy enforcement happens upstream of the bug, not in the SOC 2 report two quarters later.
EVIDENCE
Every PR runs the same guardrails. Every fire writes to the audit log. You don't reconstruct evidence for the assessor. You export the log.
REPORT
Per-framework reports cite controls by name and show which guardrails, which threat-model findings, and which PRs supplied the evidence. Hand it to the assessor on day one of fieldwork.
FRAMEWORK COVERAGE
WEB APPS
ASVS V1 to V14 covered, with Level 1 to Level 3 mapping per control.
Threat model → guardrails → PR review → ASVS verification report.
MOBILE APPS
MASVS-STORAGE through MASVS-PRIVACY covered for iOS and Android repos.
Mobile repo scan → MASVS-aware guardrails → PR review → coverage report.
PAYMENTS
Cardholder data paths receive PCI-specific guardrails per Requirements 4, 6, 8, and 10.
CHD discovery → PCI guardrails → PR review → assessor-ready report.
INFOSEC
Annex A 2022 technical controls mapped to guardrails and PR evidence.
Threat model → Annex A control mapping → guardrail enforcement → SoA evidence.
ASSURANCE
Trust Service Criteria mapped to guardrail enforcement, change management, and audit logs.
Threat model → TSC mapping → guardrails → audit log evidence.
HEALTHCARE
PHI paths receive HIPAA-specific safeguards across the Security Rule.
PHI discovery → HIPAA guardrails → PR review → safeguard evidence.
PRIVACY
Article 25 data protection by design and Article 32 security of processing.
Personal data discovery → GDPR guardrails → PR review → DPIA evidence.
PRODUCT SECURITY
Threat-informed guardrails align with all seven pledge principles.
Threat model → SbD principle mapping → guardrails → pledge evidence.
FEDERAL · SOFTWARE FACTORIES
Software factories selling to the US government need SSDF attestation under EO 14028. Each guardrail is mapped to a specific SSDF task.
Threat model → SSDF task mapping → guardrails → attestation-ready evidence pack.
We generate a per-repo mapping report and walk you through it on a 30-minute call. Bring your assessor.
