manufacturing

Autonomous Software Pipelines

Background coding agents, AI-powered CI/CD, automated migrations, production orchestration, and the transformation of teams and workflows — building the self-driving software factory
Co-Created by Kiran Shirol and Claude
Topics Background Agents CI/CD Automation Testing Pipelines Migrations Orchestration AI-Native Teams
home Learning Portal play_arrow Start Learning summarize Key Insights dictionary Glossary 8 chapters · 3 sections
Section 1

The Shift — From Assistant to Autonomous

The five levels of coding automation, how background agents work, and embedding AI into your CI/CD pipeline.
Section 2

The Workflows — Migration, Testing & Scale

AI-driven testing pipelines, large-scale migrations with multi-agent refactoring, and orchestrating agent fleets at production scale.
Section 3

The Transformation — Teams, Metrics & the Future

How teams restructure around autonomous pipelines, new metrics that matter, and the honest assessment of risks, economics, and what comes next.