March 2026 | 9 min read
Healthcare AI verification through IV&V and rigorous AI code audit protects patients, satisfies FDA and HIPAA regulators, and limits institutional liability before a single adverse event occurs.
MergeProof Blog
Practical security guidance for engineering teams building AI products.
March 2026 | 8 min read
PHI masking AI tools must operate across ingestion, inference, logging, and training layers simultaneously. Learn what HIPAA-compliant masking actually requires in code and why architecture diagrams alone are not sufficient evidence.
March 2026 | 10 min read
AI hospital compliance failures — from missing BAAs to unmonitored model drift — cost millions and erode patient trust. These are the five HIPAA AI risks teams encounter most often when deploying clinical AI systems.
March 2026 | 6 min read
npm audit catches known CVEs but misses transitive risk, license violations, and supply chain attacks. Learn what comprehensive dependency vulnerability scanning looks like.
March 2026 | 8 min read
A practical security compliance checklist for AI startups seeking SOC 2 Type II, HIPAA, or ISO 27001 certification. Covers code, infrastructure, and process requirements.
March 2026 | 7 min read
Learn how AI-powered code security audits catch vulnerabilities human reviewers miss. Covers static analysis, dependency scanning, and compliance reporting for modern teams.
December 2025 | 5 min read
Essential guide for healthcare AI companies navigating HIPAA, FDA, and security requirements.
March 2026 | 9 min read
A practical breakdown of the OWASP Top 10 security risks with code-level examples and remediation steps. Covers broken access control, injection, cryptographic failures, SSRF, and more.
March 2026 | 7 min read
Hardcoded API keys, passwords, and tokens in source code are among the most commonly exploited vulnerabilities. Learn how secrets leak into codebases, how attackers find them in seconds, and how to build a mature secrets management program.
March 2026 | 8 min read
SOC 2 Type II auditors examine your code, not just your policies. Learn the specific code-level requirements for access control, encryption, audit logging, and change management that determine whether you pass.