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Insights, research, and practical guidance to help security teams prioritize risk, accelerate remediation, and stay ahead of modern threats.

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Why Context Matters Before You Automate Vulnerability Management

As AI expands vulnerability detection, safe automation depends on reliable context, explicit controls and a deliberate operating model.
Sylvain CORTES
Vice President of Strategy
October 26, 2026
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PHP2Shell: The Patch Was Scheduled. The PoC Came First.

Two critical PHP flaws, CVE-2026-109618 and CVE-2026-109619, were patched on October 21. Thirteen and a half hours earlier, an independent researcher had already published a reconstruction of them, apparently built from a handful of public clues.
Wilfrid BLANC
Co-founder & CPTO
October 21, 2026
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VulnOps in the Age of Autonomous AI: A Technical and Conceptual Revolution in Cybersecurity

Learn how autonomous AI is reshaping cybersecurity and how VulnOps helps teams prioritize risk, orchestrate remediation, and continuously reduce exposure.
Pierre SAMSON
Co-Founder and Chief Revenue Officer
October 15, 2026

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Hackuity in the News
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Claude Fable 5 and Mythos 5: When AI Moves Deeper Into Vulnerability Management

Faster vulnerability discovery will not reduce risk unless organizations can prioritize, assign, remediate, and prove what actually gets fixed.
Pierre SAMSON
Co-Founder and Chief Revenue Officer
August 25, 2026
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EPSS v5 Is Here. TRS Just Got Sharper.

On June 15, 2026, EPSS v5 goes live. For the Exploit Prediction Scoring System, it's an important update in its history: a 23% improvement in the model's ability to correctly surface the vulnerabilities that are actually likely to be exp.
Wilfrid BLANC
Co-founder & CPTO
Pierre SAMSON
Co-Founder and Chief Revenue Officer
August 25, 2026
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130+ Hackuity Connectors: The Ecosystem Redefining Vulnerability Management

Objective 200 connectors: our next goal to bring value to our clients. Today, we reach the milestone of over 130 connectors. And this is just a step: our roadmap is taking us quickly toward 200 native integrations. This acceleration is no coincidence. It reflects a founding conviction at Hackuity: vulnerability management only makes sense if it integrates into the real ecosystem of security teams, without forcing them to change their tools, workflows, or habits.
Thomas CHARARA
Product Manager
August 25, 2026
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Is Claude the new scanner?

For two decades, cybersecurity teams have relied on a familiar arsenal: SAST scanners, DAST scanners, infrastructure scanners, CNAPPs, EDR telemetry, and endless streams of CVEs. Detection logic evolved. Coverage expanded. Dashboards multiplied. But the operating model itself barely changed. Then came generative AI. And suddenly, the question is no longer whether AI can assist security scanners. The question is whether AI models like Anthropic’s Claude are becoming scanners themselves.
Sylvain CORTES
Vice President of Strategy
August 25, 2026
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Copy Fail (CVE-2026-31431): Universal Linux privilege escalation requires immediate action

"An unprivileged local user can write 4 controlled bytes into the page cache of any readable file on a Linux system, and use that to gain root." - Source: Xint Security Research copy.fail A nine-year-old optimization in the Linux kernel turned into a universal privilege escalation path. Public PoCs dropped immediately, major cloud providers are scrambling to patch, and CISA added it to the Known Exploited Vulnerabilities catalog on May 1st. If you run Linux anywhere (and you do), this is a "patch first, analyze later" situation.
Wilfrid BLANC
Co-founder & CPTO
August 25, 2026
Hackuity in the News
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More code and faster attacks mean a rethink for vulnerability management

The relationship between vulnerability disclosure and exploitation is fundamentally changing. Where security teams once had weeks to assess and respond to most newly reported CVEs, attackers are now moving in a matter of days. Research has found that the exploitation of high and critical vulnerabilities rose 105% year-on-year in 2025, with the median time from disclosure to active exploitation falling to just five days.
Sylvain CORTES
Vice President of Strategy
August 25, 2026