Coding velocity has increased with AI agents, but shipping velocity has worsened in engineering organizations of 100+. The root cause is new bottlenecks that have emerged in DevSecOps with 5x increase in code and manual processes in shipping. We are building DevSecOps agent to better orchestrate the 20+ tools devs use weekly.