Last year I saw a company lose $47,000 in a single weekend because their AI support agent started approving refunds it wasn't authorized to give. No one noticed until Monday morning.
That's when I realized: every tool in this space only shows you what happened AFTER the damage is done. Nobody predicts what's coming.
AI agents are deployed everywhere but nobody knows what they'll cost or how much damage they could cause.
AgentShield predicts cost, scores risk, and estimates blast radius BEFORE execution.
- Risk Score: 0-1000 safety score per agent
- Cost Prediction: know the cost before spending a token
- Blast Radius: estimate max damage from permissions
- Real-time Detection: flags hallucinations and leaks
- Approval gates for high-risk actions
LangChain, CrewAI, OpenAI SDK. 3 lines of Python. Free tier
