Security Insights
Deep dives, expert analysis, and practical guidance on exposure management, adversarial validation, and the future of AI-driven exposure management.
Bug Bounty vs. Pentesting vs. AI Pentesting: Which Model Fits Your AppSec Program?
Bug bounty vs pentesting vs AI pentesting: compare costs, coverage, compliance, and when to use each model. Build a layered AppSec testing strategy.
Pentesting In-House vs. Outsourcing: Cost, Coverage, and the Third Option
Compare in-house vs outsourced pentesting on cost, coverage, and depth. Discover why AI pentesting is the third option that changes the math for security teams.
DAST vs. Pentesting vs. AI Pentesting: What Each One Actually Finds
Compare DAST, manual pentesting, and AI pentesting. Learn what each approach finds, misses, costs, and when to use each for full application security coverage.
Continuous Application Pentesting for DevSecOps Teams
How DevSecOps teams integrate continuous application pentesting into CI/CD pipelines. AI-driven testing, run-over-run diffing, and developer workflow integration.
Pentesting Microservices Architecture: Why Traditional Methods Fall Short
Why traditional pentesting misses 90% of microservices attack surface. Learn how to test East-West traffic, service mesh, and Kubernetes security at scale.
Application Pentesting for SaaS Companies: Meeting SOC 2 and ISO 27001
How SaaS companies should structure application pentesting for SOC 2 and ISO 27001 compliance. AI-driven continuous testing vs annual manual engagements.
How to Pentest APIs at Scale (Without Hiring 10 More Pentesters)
Learn how to pentest hundreds of API endpoints using AI agents. Cover OWASP API Top 10, authorization testing, and scale without hiring more pentesters.
Top 8 Data Breaches of May 2026
The 8 confirmed data breaches of May 2026, from the 275M-record Canvas LMS breach to GitHub's VS Code supply chain attack, and how to defend against each pattern.
Top CVEs of May 2026: 5 Critical Flaws to Patch Now
Five CVEs dominated May 2026: cPanel's two-month zero-day, Linux's stealth kernel priv-esc, Langflow exploited 20 hours after disclosure, n8n's perfect-10 RCE chain, and Microsoft's SSO bypass. Here's what happened and what to do.
How to Catch the Blind Bugs Scanners Miss
Out-of-band validation detects blind SSRF, blind SQLi, and out-of-band XXE that return no in-band response. Learn how it works and why it matters.
5 Vulnerabilities in Every Vibe-Coded App
The 5 security flaws AI coding assistants ship by default: missing authz, leaked secrets, weak JWTs, IDOR, eval RCE — with detection queries and fixes for each.
Black-Box Agentic Scanners: Strengths and Their Ceiling
Black box agentic pentesting finds real CVEs fast and proves them, but where does it hit a ceiling? An honest, category-level verdict.