Software is being built faster than ever. AI coding tools and lean teams now ship in days what used to take quarters. Security never caught up. Threat modeling, the discipline that catches risk in how a system is designed rather than line by line, still depends on a senior security engineer with a whiteboard and a free afternoon. That afternoon rarely comes, so most teams ship architecture they have never actually reviewed.

Oplane changes that. It turns deep security expertise into an AI system that threat-models your codebase continuously and surfaces real risks in minutes instead of weeks. It reads your architecture the way an expert would and traces how trust moves between services, agents, MCP servers, and the third-party integrations they touch. It finds the issues that live in the gaps, things like over-permissioned services, exposed secrets, prompt injection, and tool misuse. Then it closes the loop. Oplane drives the fix inside your existing workflow and re-verifies it held, leaving a continuous trail of evidence for audits.

It runs where you already build, analyzing every pull request before it merges and plugging into the AI coding loop through MCP, so security keeps pace with development instead of blocking it.

Security is shifting from a periodic review to a continuous capability. Oplane is how you get there.