
Overview
Learn GitHub Copilot CLI and spec-driven development by building one small app twice. You write a spec, turn it into a plan, then let the agent build from it. First for a 2D GitHub contribution graph, in standard mode where you see and approve every command. Then for a 3D view of the same data, in autopilot, where the agent works without asking. The only thing that changes between the two rounds is how much you watch. That is the experiment: a spec is only as good as what an agent can build from it without you in the room. If it works, you have felt the payoff rather than been told about it. If it does not, you find out exactly which line was too vague.
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