We spent years locking down cloud perimeters just to watch teams deploy naked LLMs to the public internet.
🤖 The Shadow AI Blast Radius
Forget prompt injection. The nightmare is shipping an experimental AI agent in a container, slapping a permissive IAM role on it, and wiring it to a public load balancer. These aren't just chatbots—they could act as trivial pivot points into your environment.
OSS Cartography now maps AI agents in container images directly to their network exposure and IAM roles. Instead of relying on bloated gateways, it bridges agent components into your existing cloud graph to visualize the true blast radius.
To hunt for these risks, you can use a hypothetical Cypher query structure to find over-permissioned deployments (like a hypothetical LangChain agent):
```cypher
MATCH (agent:AIAgent)-[:DETECTED_IN]->(:ContainerImage)
<-[:HAS_IMAGE]-(c:CloudContainer {exposed_internet: true})
-[:HAS_TASK_ROLE]->(role:CloudRole)
RETURN agent.name, role.arn
```
If your query hits an agent with `AdministratorAccess`—kill the task.
Action: Update Cartography. Run an ingestion cycle and query the graph to find internet-facing AI containers mapped to privileged IAM roles. Revoke excessive access immediately.