Just buying Copilot licenses for everyone doesn't make an engineering team faster but often just creates more code debt to review. This session covers how to build a mature AI engineering culture by integrating AI toolchains directly into internal developer platforms (IDPs).

Key Takeaways:
How to measure actual engineering throughput and code quality improvements without creating toxic productivity metrics.
Setting up agentic workflows that help onboard engineers to complex, distributed cloud architectures faster.
Designing the "Human-in-the-Loop" review process so senior engineers spend time validating system design rather than fixing syntax.