What Happened
A brief timeline of the Clawdbot security incidents that exposed critical vulnerabilities in agentic AI deployments.
Viral Launch
Clawdbot launches and gains immediate popularity. Thousands of developers deploy instances worldwide, attracted by the promise of autonomous AI agents with real tool access.
📈 10,000+ deployments in 48 hours
First Exposures Discovered
Security researchers discover multiple instances with admin panels exposed to the public internet. Default configurations left critical endpoints accessible without authentication.
🚨 1,000+ exposed admin panels found
Active Exploitation
Attackers begin exploiting exposed instances. Prompt injection attacks successfully extract API keys, access restricted tools, and manipulate agent behaviors. Some instances are used to attack other systems.
⚠️ Confirmed credential theft & RCE attempts
Security Audits Published
Multiple security audits and research papers are published, analyzing the vulnerabilities. The community realizes this isn't just about Clawdbot—it's a systemic issue across all agentic AI deployments.
📚 Academic papers & incident reports
Community Response
The incidents serve as a wake-up call. Projects begin implementing hardening guidelines, documentation updates, and security best practices. The "agentic security" conversation moves to the forefront.
🛡️ New security standards & frameworks
Key Lessons
Default configurations are dangerous
Never deploy with default settings. Admin panels, debug endpoints, and management interfaces must be secured before exposure.
Tools = Attack Surface
Every tool you give an agent is a potential vulnerability. More tools = more attack vectors. Practice tool minimalism.
Prompt injection is real
Prompt injection isn't theoretical. Attackers successfully manipulated agents to extract credentials, bypass controls, and perform unauthorized actions.
Observability is essential
You can't secure what you can't see. Comprehensive logging, monitoring, and alerting are non-negotiable for agentic systems.
Don't Repeat These Mistakes
Get the complete hardening checklist and secure your agentic AI deployments.
Get the Checklist