Most agentic coding demos stop at a toy app. This one follows a real feature through my full loop: shape it into a spec, build it, review it, and ship it.
I replace Attio with a CRM built into a Rails app, orchestrating agents across stacked pull requests and delegating slices of the work to a local model. Then I show how I review what comes back.
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