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AI Penetration Testing

How FireCompass AI Agent Discovered a Critical SQL Injection in an Authentication and Password-Reset Flow

As organizations continue to expose authentication and account-recovery flows directly to the public internet, these flows remain some of the highest-value, least-forgiving attack surfaces on the web. A single unparameterized query can turn a login form into a full database read primitive. During a recent bug bounty assessment, this finding was surfaced by FireCompass’s Agentic… Read More »How FireCompass AI Agent Discovered a Critical SQL Injection in an Authentication and Password-Reset Flow

From Discovery to Initial Access: How FireCompass AI Agent Identified Multiple Remote Code Execution Paths

Modern web applications often expose numerous server-side components that invoke operating system utilities to process user requests. While these utilities simplify functionality, they also expand the attack surface when user-controlled input is passed into shell commands or embedded scripting engines without proper validation. During a recent private bug bounty engagement, FireCompass AI Agent autonomously identified… Read More »From Discovery to Initial Access: How FireCompass AI Agent Identified Multiple Remote Code Execution Paths

Agentic AI Pentesting vs Human Pentesting: Comparison in 2026

AI pentesting agents now match a principal-level human tester on standard benchmarks, in minutes instead of 40 hours. Here is where each approach wins, what the benchmark evidence actually shows, and how to combine them. What is AI penetration testing? AI penetration testing is the use of autonomous AI agents to discover an organisation’s attack… Read More »Agentic AI Pentesting vs Human Pentesting: Comparison in 2026

Continuous Offensive Security Testing Is Becoming a Category. Here’s What Most Vendors Will Get Wrong.

COST vs CTEM: What Continuous Offensive Security Testing Requires

Looking for the full COST definition? This post covers the market analysis. For the complete framework, triggers, and how FireCompass delivers Continuous Offensive Security Testing (COST) you can refer to: www.firecompass.com/continuous-offensive-security-testing When someone tells you they do continuous offensive security testing or COST, ask two questions. Q1: Can it prove the exploit with reproduction steps… Read More »COST vs CTEM: What Continuous Offensive Security Testing Requires

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