Ingrid Novak

SaaS companies must test for HIPAA vulnerabilities now, before the rule makes it explicit.

Unprotected endpoints and OAuth flaws leave MCP servers vulnerable to direct attack.

Three testing techniques reveal cross-tenant data leaks application scanners miss.

Temporary mitigations buy time while teams work toward permanent fixes for critical flaws.

Tracing vulnerabilities back to process gaps stops the same class from recurring annually.

AI-assisted analysis finds the exploitable vulnerabilities attackers actually want to compromise.

Security tools go blind at library boundaries, letting vulnerabilities slip through undetected.

Confirming a fix actually worked requires testing beyond the original exploit.

A triage framework that weighs exploitability and attack chain position beats raw severity scores.

Auditors expect penetration tests even though SOC 2 never requires them explicitly.

Security teams must correlate signals across four system layers to catch multi-step AI data theft.

Sensitive data leakage and prompt injection now pose the highest risks to LLM-powered SaaS products.

Integrating security requirements early in development prevents costly production vulnerabilities.

Retesting confirms fixes work, not just that patches exist.