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AI Feasibility Example - Cal AI

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Science Experiments vs Demonstrations

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Maintaining Mental Altitude

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The Test Suite As a Second Brain

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How Simple Is Too Simple?

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Who Owns The Tradeoffs?

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AI As Gateway Drug to Real Expertise?

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When “Good Enough” Doesn’t Cut It

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How Slow is Too Slow?

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Slowing Down to go Fast

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Do You Need a Roadmap?

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Claude Code’s Profanity Scanner

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What Even Counts as MVP?

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Do You Need a POC?

Clemens Adolphs 2026-03-30 Clemens Adolphs 2026-03-30

Complaints Are Not Enough Signal

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But Does It Move The Needle?

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Pseudo-work

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YAGNI vs Planning Ahead

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Turning Ugh Into Wheee

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The AI Business Case Scorecard

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