Cover image

The Tool Response Is Not Your Boss

TL;DR for operators The paper’s useful message is not “LLM agents are unsafe,” which is too vague to help anyone do anything before lunch. The useful message is narrower and more operational: agents become vulnerable when untrusted content from SaaS integrations is read into the agent context and then treated as authority for a later action. ...

July 1, 2026 · 19 min · Zelina
Cover image

When the Machines Come Knocking: AI Agents vs Human Hackers in Live Penetration Tests

Security teams already know the scene. A scanner produces a long list of suspicious services, outdated servers, odd access rules, and “maybe this is bad” findings. Then the real work begins: deciding which lead matters, proving impact without breaking production, writing a report someone can act on, and not getting distracted by every shiny port that waves from the network. ...

December 11, 2025 · 17 min · Zelina