- Vulnerability Management
- Code Security
- Cloud Security
- Threat Hunting
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The agent harness for cybersecurity. Automate workflows, investigate vulnerabilities, track down owners, and remediate fast, at scale, with zero engineering friction.
Recent Work by
Mythos 'Discovered' a CVE Already in Its Training Data — and That's Still Worrying
Anthropic made headlines claiming Claude Mythos achieved the "first remote kernel exploit discovered and exploited by an AI." We went looking for how — and found a 20-year-old bug hiding in plain sight.
Taxi: Debugging Agent Trajectories at Scale
Behavioral bugs in agents fail silently and repeatedly, quietly burning tokens, time, and quality. Taxi is how we find them — clustering agent trajectories into a taxonomy we can query, browse, and act on.
ClosedCaption: Finding Interpretable Clusters with LLMs
We discuss use-cases for LLM-cluster interpretability for agent analysis, experimental design to test these pipelines, and conclusions on how we use these techniques to analyze our own agents.