Your CI pipeline runs on every push and it can tell you that the build failed but it still can't tell you *why* the build failed. You have automated the execution, not the thinking. But what if your GitHub Actions could read that context, make decisions, and take targeted action, in plain markdown instead of YAML? We’ll walk you through how GitHub Agentic Workflows complement your existing deterministic pipelines. You'll write your first agentic workflow using natural language, work through when Continuous AI adds value alongside your existing CI/CD, and leave with a working safety model - sandboxed execution, and safe outputs.