We doubled engineering productivity at eBay, but couldn't change culture

Engineering productivity at eBay doubled through the "Velocity" initiative, which utilized a standard DevOps transformation playbook to systematically identify and remove bottlenecks in build times, testing, and deployment. By applying the Deming cycle and fostering collaboration between platform and product teams, the initiative improved DORA metrics from the 35th to the 75th percentile. However, these technical gains failed to revitalize the company’s stagnant business performance due to a deeply entrenched, pathological organizational culture. Risk-averse leadership, centralized waterfall planning, and a political environment characterized by internal competition prevented meaningful strategic shifts. Ultimately, the attempt to challenge this rigid structure led to the speaker's departure, demonstrating that technical optimization remains insufficient when systemic cultural and leadership barriers persist within a large-scale organization.