EPISODE · Jan 16, 2026 · 0 MIN
Build for the loop, not the lecture
from Polymathic · host Paul Welty
A junior developer used to wait days for mentor feedback. Now that loop closes in seconds. When feedback is scarce, you batch your questions. When feedback is abundant, learning becomes continuous. AI changes the supply side of learning—most of our systems weren't designed for this.
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Build for the loop, not the lecture
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This episode was published on January 16, 2026.
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A junior developer used to wait days for mentor feedback. Now that loop closes in seconds. When feedback is scarce, you batch your questions. When feedback is abundant, learning becomes continuous. AI changes the supply side of learning—most of our...
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