Security Unlocked

Agent-Frameworks

Threat Intelligence

The Agent Trusts the Output

Eight AI agent frameworks disclosed the same class of remote code execution vulnerability in a single week because the entire ecosystem shares a cognitive failure: treating LLM output as trusted data rather than untrusted instructions.

6 min read
Threat Intelligence

What the Model Returns, the Shell Executes

Eight AI agent frameworks disclosed the same architectural vulnerability in a single week, revealing that the AI agent ecosystem is repeating the early-web SQL injection era under exploitation timelines that leave no room to learn slowly.

6 min read