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Incident Analysis
Deep-dive breakdowns of real Clawdbot/MCP security incidents with full timelines and root cause analysis.
About ClawdContext
We help teams deploy agentic AI without leaking secrets — combining real incident analysis, actionable hardening checklists, and operational best practices.
Our Mission
In early 2026, the Clawdbot security crisis exposed a hard truth: teams were shipping agentic AI tools into production without understanding the attack surface. Over 1,000 admin panels were found publicly accessible. API keys were leaked. Prompt injection attacks succeeded against live systems.
ClawdContext was built to make sure that doesn't happen again. We document what went wrong, why it went wrong, and exactly what to do about it. Every checklist item, every threat model diagram, every hardening template comes from real-world incidents and battle-tested security practices.
What We Provide
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Hardening Checklists
Practical, copy-paste security checklists your team can adopt before every deployment.
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Threat Guidance
Detailed threat models covering prompt injection, tool abuse, privilege escalation, and credential exposure.
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Operational Templates
Production-ready configs for reverse proxies, firewalls, secrets management, and monitoring.
Who We Are
ClawdContext is an independent security education platform focused exclusively on agentic AI. We're security practitioners, developers, and researchers who saw the gap between the speed of AI agent adoption and the maturity of security practices around them.
We believe security shouldn't slow teams down — it should be a competitive advantage. The teams that harden their agent deployments will be the ones still running in production six months from now.
Get in Touch
Have questions, feedback, or want to collaborate? We'd love to hear from you.