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Security Insights

Deep dives, expert analysis, and practical guidance on exposure management, adversarial validation, and the future of AI-driven exposure management.

Penetration TestingAI Security

Are security practitioners actually ready for autonomous pentesting?

We asked 50+ security leaders one open question about autonomous pentesting. Here is the readiness spectrum that came back, and what vendors get wrong.

Sep 10, 202611 min

Penetration TestingAI Security

How to automate pentest reporting without losing report quality

Report quality is decided before the reporting layer runs. Here's the pipeline, the gates that stop bad output shipping, and what a real automated report contains.

Sep 1, 202615 min

Build vs buy agentic pentesting: building got cheap, owning what you built did not

Penetration TestingOffensive Security

Build vs Buy Agentic Pentesting and What the DIY Path Costs

Everyone can build a working pentest agent in a weekend. Owning it for two years is the hard part: the four costs nobody adds up, and the seven requirements a demo never has to meet.

Aug 31, 202619 min

Penetration TestingOffensive Security

How to Achieve Cheaper, Faster and Accurate Pentests

Cheaper, faster and accurate pentests were never a real tradeoff. Context removes it: one graph of assets, code and cloud that every engagement reads from and writes back to.

Aug 21, 202623 min

Agentic pentesting POC playbook: ten working days, four test blocks, and a 19-criterion scorecard

Penetration TestingOffensive Security

How to run an agentic pentesting POC

A 10-day testing playbook to evaluate agentic pentesting vendors: what to test each day, the red flags to watch for, and a scorecard that works with any vendor.

Aug 11, 202634 min

AI SecurityPenetration Testing

What to Evaluate Before You Let an AI Agent Exploit Your Systems

An AI agent that can exploit your systems does an attacker's work. Here are the seven governance checks to clear before you authorize agentic pentesting in production.

Jul 24, 202615 min

AI SecurityPenetration Testing

Human-in-the-loop security: why AI findings need human validation

An AI pentester can hand you a critical finding in minutes. The only question that matters is whether you believe it. Here is why human validation turns a claim into proof.

Jul 24, 202611 min

autonomous AI agent proving a SQL injection is exploitable

AI SecurityPenetration Testing

How Strobes AI identifies and exploits a SQL injection vulnerability

See how Strobes AI runs autonomous SQL injection testing, finding an injectable parameter, proving exploitability, and shipping evidence for remediation.

Jul 24, 20269 min

Penetration TestingOffensive Security

Strobes Agentic Pentesting: A pen-tester experience and point of view

Eleven validated Critical and High findings from Strobes AI's autonomous pentesting agents, each with the agent's reasoning, the request sent, and the response that proved it.

Jul 12, 202671 min

Top 10 open source agentic pentesting tools, ranked by what they actually do

Penetration TestingOffensive Security

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.

Jul 8, 202625 min

Penetration TestingOffensive Security

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.

Jul 8, 202618 min

Penetration TestingOffensive Security

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.

Jul 8, 202618 min