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Thought leadership

Essays on the future of SecOps, autonomous defense, and where the industry is heading.

Security news

Anthropic ran three Claude agents on one codebase and they built malware to sabotage each other

Anthropic's red team ran three Claude agents on one codebase, unaware of each other. They built self-replicating malware to win. What defenders should do.

Security news

OpenAI paused Astra over autonomous exploit-writing

OpenAI paused Astra after tests could not rule out autonomous exploit capability. For defenders the near-term risk is automated n-day exploitation.

Security news

EY's breach came through the help desk, not the audit floor

EY says client tax data leaked from a third-party IT support platform, not its audit systems. Why help-desk tooling is a crown-jewel store, and how to watch it.

Security news

AI wrote most of this IoT botnet, badly. That helps defenders.

Unit 42 found TuxBot v3, an IoT botnet largely written with an AI. The build is 70% broken, the working core is plain Mirai, and your defenses still hold.

Security news

A public GitHub issue made an AI agent leak a private repo. No patch closes this class.

A crafted public GitHub issue tricked an AI Agentic Workflow into posting a private repo's contents as a public comment. Why no patch closes this class.

Security news

Washington export-controlled an AI for finding bugs. Your oldest code is the soft target.

The US used export-control powers to pull a frontier AI model that finds software bugs at scale.

Thought leadership

Why we built Suriq on Wazuh instead of writing our own detection engine

Suriq runs on Wazuh because a detection engine is a decade of decoders, CVE feeds, and agents you should never rebuild. Here is the reasoning behind the bet.

Ready to meet the Guardians?

Deploys fast - agentless for monitoring and cloud, a lightweight agent for deep endpoint security. Just Suriq, standing watch.