The Pipeline Is Dead, Long Live the Agent Mesh

Picture three agents running concurrently against the same repository. One is implementing a feature. One is scanning the dependency tree for known vulnerabilities. One is validating that the infrastructure change will not violate the compliance baseline. They share typed state through a common data layer. When the security agent finds a vulnerable transitive dependency, the implementation agent sees that result immediately via a CEL query and adjusts its import before the PR is even open. ...

May 21, 2026 · 6 min · Sean Escriva