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"The problem isn't the model — it's the method... The folder is the system."
~Felipe Engineer-Manriquez

In June 2026, Felipe presented the AI Workspace Blueprint to the Lean Construction community in Edmonton. The session walked through how to move beyond experimenting with AI and toward building structured systems — organizing work through folders, not individual agents.

The key takeaway that resonated with attendees: stop creating individual AI agents. Organize work through folders. It's more structured, maintainable, and scalable.

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