Joshua Snyder

This talk introduces a pipeline designed to automate the process of turning product observability data into actionable code changes. Instead of engineers manually reviewing dashboards and creating pull requests (PRs) for issues, the system aims to automatically detect product signals, diagnose problems, and generate PRs for review or even direct merging. The ultimate vision is a product that can largely build and maintain itself by learning from user interactions and data.