Superagent

Superagent is an automated security platform that connects to a software ecosystem to perform security operations continuously. It targets developers and security teams who need ongoing protection for code, dependencies, and agents across repositories, applications, and infrastructure. The tool operates as an autonomous security factory that links software targets with built-in security features and workflows to generate reviewed findings and gate decisions in development pipelines.

The system works by scheduling security tests, routing findings into development workflows, and retaining structured results as context for later actions. It relies on human approval to close changes and preserves a loop where security results inform future runs and improvements.

Users access a set of security features that cover PR security, dependency red team, red team, agent guardrails, and a Security-One decision model. The platform emphasizes integration with existing tools and workflows, allowing security operations to scale with the software supply chain.

Superagent claims to offer a self-learning loop where each run beats the last, and supports a variety of use cases to tailor security testing to different needs and assets.

Use cases

• Build an always-on pentester with Cursor: automate Red Team findings into reviewed fixes
• Validate dependency updates end-to-end with Devin: exploit verification plus regression testing