How to develop agentic workflows in a CI pipeline with cicaddy

300 · Red Hat · March 12, 2026, 7:32 a.m.
Summary
This blog post explains how to implement agentic workflows directly within existing CI/CD pipelines using cicaddy, a platform-agnostic framework. It details how these workflows can leverage Large Language Models (LLMs) for tasks such as pattern analysis and report generation, enhancing the capabilities of traditional CI systems without the need for separate agent services. The piece includes insights into multi-turn reasoning, security measures, and real-world success stories of teams using cicaddy for daily monitoring, analysis, and productivity metrics. Overall, it illustrates the practical integration of AI into development workflows.