Mend AI
Stop debugging builds. Start shipping.
Introduction
Mend AI is a dev tool that automatically diagnoses and fixes failed continuous integration pipelines. It analyzes logs, finds the root cause, and applies or suggests a fix through a pull request. It learns from past failures to prevent repeats, saving teams hours of debugging.
Problem
Engineers waste lots of time debugging broken CI (Continuous Integration)/CD (Continuous Deployment) pipelines. Builds fail for unpredictable reasons such as flaky tests, misconfigured environments, and dependency issues. The troubleshooting process is repetitive, time-consuming, and frustrating, yet it is still manually performed.
Opportunity
We’re building a dev tool that automatically diagnoses and fixes failed CI builds. When a pipeline breaks, our system analyzes the logs, identifies the root cause (like flaky tests or dependency issues), and either applies a verified fix or suggests one via a pull request. It learns from each failure to prevent similar problems in the future, saving engineering teams hours of debugging time.