I Confused Copilot Coding Agent with Agentic Workflows — Turns Out the Guardrails Are the Point

I Tried GitHub Agentic Workflows and It Was Nothing Like Copilot Coding Agent This article is for developers who are already familiar with GitHub Actions and Copilot. The goal is to clarify how Agentic Workflows differs in design philosophy from what you might already know. Background In February 2026, GitHub announced "Agentic Workflows" as a technical preview. https://github.blog/2026-02-16-automate-repository-tasks-with-github-agentic-workflows/ When I heard "AI that automates repository tasks," I jumped in to try it — and immediately got confused. This article documents that confusion along with what I actually learned by getting my hands dirty. My Initial Mistake: Is Coding Agent = Agentic Workflows? I asked Copilot Agent Mode in VS Code to walk me through experiencing GitHub Agentic Workflows. It guided me through this flow: Set up a Python Todo app in a repository Create a GitHub Issue Assign Copilot Coding Agent to the Issue A PR gets created automatically GitHub Actions runs t