Superagent Review

Superagent is an autonomous security factory that defends software around the clock. It covers applications, agents, repos, and infrastructure, with separate products for PR scanning, red teaming, dependency validation, context guardrails, runtime guardrails, and Security-One-27B, a model that scores security events and returns probabilities used to route decisions. The tool is useful for teams that want continuous security work without replacing their stack. It can test a repository on a schedule and send findings to Cursor, check dependency vulnerabilities and proposed fixes alongside Devin automations, or classify Supabase logs so suspicious activity gets routed for review. A self-learning loop means each run improves on the last. Superagent fits into your tech stack as a security layer that runs alongside your existing integrations, coding agents, and delivery workflows. Recent additions include a security graph with shared agent memory through MCP and application inventory imports from Cloudflare DNS.