DevConf.IN 2026

In large open-source ecosystems, CI failures often go unnoticed across multiple repositories — leading to broken main branches, delayed fixes, and developer frustration.
The Ansible DevTools team at Red Hat manages over 15 active repositories (Python, TypeScript, Ansible Collections), and we faced exactly this problem.
We built a centralized CI observability system using GitHub Actions reusable workflows and organization-level Slack notifications, enabling instant visibility of failures across all critical repositories — with zero manual setup per repo.
This talk explains how we evolved a simple Slack alert into a scalable, maintainable, and low-noise CI health monitoring system that any DevOps team can adopt — without paid tools or heavy infrastructure.