Cole Medin scales his AI Software Factory to teams with Port's registries and scorecards

Cole Medin · youtube · 2026-10-23

YouTuber Cole Medin shows how to scale his open-source AI Software Factory from solo projects to a real engineering org by wiring it into Port.

Agent identity & ownership: Port injects code owners and standards before agents plan, backed by a Skill Registry, Agent Registry, and Context Lake
Readiness scorecard: every merge is graded Bronze-to-Gold against standards; PRs must pass
Human-in-the-loop demo: breaking CI on main turns the failing check into an approved issue the factory auto-fixes, restoring Gold

He stresses this is human-in-the-loop, not a dark factory. The factory is open source on GitHub; Port is free up to 15 seats.

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