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Faith Emmanuel.'s avatar

Thank you for putting this educative piece together.

The AI Architect's avatar

Really strong articulation of the improvisation trap. The line about improvisation not scaling is spot on. I've experiened this exact shift in my own work where adding more hours stopped producing better outcomes. The distinction between energy-dependent vs design-dependent systems reframes productivity completely. Structure isn't rigid, its liberating.

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