This document summarizes a presentation about controlling technical debt with continuous delivery. It discusses using tools for continuous inspection of code to detect debt, automated code fixes to reduce debt incrementally, and integrating fixes into the continuous delivery pipeline to continuously pay down debt over time. Key aspects covered include metrics and tools to measure debt, automated fixes for common code issues, code transformation techniques to fix issues safely, and a WalkMod pipeline API to integrate fixes into the delivery process.