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AI in Cybersecurity

Why AI May Disrupt Application Pentesting Earlier Than Most Security Teams Expect

What our firsthand experience building pentest agents taught us about verifiability, benchmark saturation, and where human researchers still matter most Our firsthand experience with application pentest agents at FireCompass has been unexpected. When we started building them, I assumed AI would become a useful force multiplier for researchers. I did not expect it to start… Read More »Why AI May Disrupt Application Pentesting Earlier Than Most Security Teams Expect

The AI Shift in Offensive Security: From Manual to Autonomous Agents

AI is fundamentally reshaping how offensive security operates. What was once a manual, checklist-driven exercise conducted once or twice a year is rapidly evolving into continuous, autonomous testing powered by intelligent agents. In this exclusive FireCompass webinar, industry leaders explored what this shift means for attackers, defenders, and security leaders navigating an increasingly hostile threat… Read More »The AI Shift in Offensive Security: From Manual to Autonomous Agents

Panel Brief | Top Breaches in Cyber Security in 2025

Executive Summary By the end of 2025, one reality became impossible to ignore: the barrier to executing high-impact cyberattacks has collapsed. The most damaging breaches of the year were not driven by novel zero-days or exotic techniques. Instead, they reflected something more concerning-capabilities once limited to nation-state or elite criminal groups are now widely accessible.… Read More »Panel Brief | Top Breaches in Cyber Security in 2025

Weekly Report: New Hacking Techniques and Critical CVEs 26 Dec – 31 Dec 2025

The final week of 2025 (December 26-31) featured NVD publication of multiple critical CVEs including root RCE in Xspeeder SXZOS (CVE-2025-54322) and high-severity deserialization flaws, alongside reports of MongoBleed memory leaks in MongoDB and sustained scans on legacy FortiOS/Adobe ColdFusion vulnerabilities. Dark web forums pushed unrestricted AI tools like DIG AI for malware generation and… Read More »Weekly Report: New Hacking Techniques and Critical CVEs 26 Dec – 31 Dec 2025

Autonomous Penetration Testing Is Growing Up

For the last few years, autonomous penetration testing has been defined by proof of possibility that machines can plan and execute attacks without human operators. That question has been answered. The real question today is far more important: Can autonomous penetration testing operate credibly inside real enterprise environments continuously, safely, and at scale? At FireCompass,… Read More »Autonomous Penetration Testing Is Growing Up

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