Debug Less, Deploy More: Intuit’s CI/CD Productivity Evolution

At Intuit, we’re helping developers move faster and smarter by transforming how we build, test, and deploy software. It starts with GenAI-powered failure analysis that reduces time-to-diagnosis from hours to minutes, and continues with a shift toward automated promotions across environments, GitHub Actions, and Argo-powered progressive delivery with built-in auto rollbacks.

By reducing friction in debugging and improving deployment confidence, we’ve already made meaningful gains in developer efficiency. Now, we’re leaning into a bold future—aiming to double deployment frequency and slash lead time for change by simplifying CI and enhancing the intelligence of our promotion pipelines.

This talk walks through the evolution of our CI/CD platform, the developer pain points we tackled, the cultural shifts that made it all stick, and the future ideal state of our platform. If you’re scaling Developer Experience in a complex org, you’ll walk away with actionable insights—proven strategies your engineers will thank you for!