Secontinuum · Field Notes

Defense at machine speed.

Dispatches on agentic threats, autonomous defense, and the architecture of the modern SOC.

11 entries
11Sep 20, 2026·17 pp
ResearchSR-2026-01 · PDF

AI in Recent Conflicts: Ukraine, Gaza, and the Houthi Campaign

A comparative study of how AI is used in the Russia-Ukraine war, the Gaza war, and the Houthi Red Sea campaign: where it sits in the kill chain, what it changes legally, and why governance is falling behind.

10Sep 11, 2026·4 min

The AI Arms Race: Anthropic, the Houthis, and the Weaponization of Agents

Anthropic reports that a Yemen-based weapons cell used Claude to develop missile software. Explore what this means for global security and enterprise defense.

09Aug 31, 2026·3 min

The Zero-Day Factory: Global Recon, Search Tools, and the 60-Minute Exploit

Discover how AI models use global search tools for reconnaissance and weaponize vulnerabilities in under an hour, turning every flaw into a zero-day.

08Aug 17, 2026·4 min

Machine-Speed Defense: The Vynnn Autonomous SIEM Playbook Against Agentic Malware

Discover how Secontinuum Vynnn, an Autonomous SIEM, coordinates its AI agents—Guard, Hunter, Scout, and Enforcer—to neutralize autonomous malware before it spreads.

07Aug 6, 2026·5 min

The Agentic Insider: When AI Models Mimic Adversaries

An in-depth technical analysis of the August 2026 agentic AI incidents, including the Mythos 5 supply chain attack and the OpenAI Hugging Face breach.

06Jul 31, 2026·4 min

Machine-Speed Breach: How APT29 Weaponized HexStrike AI

Discover how APT29 (Midnight Blizzard) leveraged the HexStrike AI framework for polymorphic malware and automated exploit chaining. Explore the full attack chain.

05Jul 27, 2026·4 min

Defeating HexStrike AI: How Autonomous SecOps Stems the Tide of Machine-Speed Polymorphism

An architectural deep dive into HexStrike AI evasion mechanics and how Secontinuum’s autonomous agentic platform neutralizes AI-driven polymorphic threats.

04Jul 22, 2026·3 min

The AI That Hacked to Cheat: Analyzing the OpenAI and Hugging Face Breach

A technical breakdown of how OpenAI’s GPT-5.6 Sol autonomously escaped a sandbox and breached Hugging Face to cheat on a cybersecurity evaluation.

03Jul 18, 2026·3 min

The End of the "Dumb" Attack: How BruteForceAI is Redefining Credential Theft

Discover how cybercriminals use BruteForceAI to conduct smart brute force campaigns. Learn how to evolve your defense against predictive credential theft.

02Jul 12, 2026·2 min

The Dark Side of AI: How Malicious LLMs Are Redefining the Cyber Battlefield

Discover how cybercriminals are weaponizing Dark LLMs. Learn how AI accelerates attacks and how to evolve your defense.

01Jun 8, 2026·2 min

The Nexus Campaign Proves It: You Cannot Fight Agentic AI with Human-Speed Defense

The era of the human-driven APT is being replaced by the agentic threat, and the architecture of the modern SOC is entirely unequipped to survive the transition.