Most organizations focus on granting access securely.
Far fewer focus on reviewing access later.
As AI systems become connected to more tools, APIs, memory systems, and MCP servers, permissions accumulate.
The result is a growing trust graph that few teams fully understand.
The danger isn't always a malicious permission.
It's a forgotten one.
An access token created months ago.
A tool connected during testing.
An integration left enabled after deployment.
The future of AI security will require continuous visibility into what agents can actually reach.
Because forgotten permissions eventually become attack paths.
This is one of the reasons we're building Crucible.
Pytest for AI Agents.
Top comments (0)