Security Insights
Deep dives, expert analysis, and practical guidance on exposure management, adversarial validation, and the future of AI-driven exposure management.
10 Best Open Source Agentic Pentesting Tools in 2026
Compare the 10 best open source agentic pentesting tools for self-hosted workflows, from PentAGI and PentestGPT to CAI, Strix, and VulnBot.
Vulnerability Chaining: How Agentic Pentesting Proves Attack Paths
Three low-severity findings can chain into one critical breach. See why CVSS misses chained risk and how agentic pentesting proves or rejects each attack path.
How Agentic Pentesting Separates Test Failures From Real Security Findings
Agentic pentesting reliability on unstable apps: a six-state failure taxonomy, safe retry rules, and what a trustworthy pentest report must disclose.
What Counts as Valid Proof in an Agentic Pentest?
Valid proof in an agentic pentest is reproducible, in-scope, and attributable evidence of exploitability. What counts, what doesn't, and how to prove it.
How to Pentest Single-Page Applications (React, Angular, Vue)
Learn how to pentest React, Angular, and Vue SPAs. Covers DOM XSS, client-side routing bypass, JS bundle secrets, and why traditional DAST scanners fail.
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.