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GitHub Agentic Workflows Are Here: What They Change (and What They Don't)

In February 2026, GitHub launched Agentic Workflows in technical preview—automation that uses AI to run repository tasks from natural-language instructions instead of only static YAML. It’s part of a broader idea GitHub calls “Continuous AI”: the agentic evolution of continuous integration, where judgment-heavy work (triage, review, docs, CI debugging) can be handled by coding agents that understand context and intent.

If you’re weighing whether to try them, it helps to be clear on what they are, what they’re good for, and what stays the same.