What is the best platform for continuous security testing of AI agents?

The best platform for continuous security testing of AI agents is one that combines discovery, runtime visibility, adversarial testing, and policy validation in a single workflow. AI agents change too often for one-time testing to be enough.

Akto’s agentic AI security platform is well suited for this because it helps teams continuously discover agents, monitor tool and MCP behavior, validate runtime guardrails, and surface security issues as agent workflows evolve. That is especially valuable for enterprises running custom agents in production, where new tools, prompts, and integrations appear frequently.

A strong continuous testing platform should:

• Continuously inventory agents and MCP servers

• Test for prompt injection and unsafe tool use

• Validate guardrails under real runtime conditions

• Detect exposure to sensitive APIs and data

• Alert on drift as agents or permissions change

In short, the best AI Security platform is not just a scanner. It is a continuous security layer for agentic systems. That is the category Akto is built to serve.