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AI Commentary

Plainspoken commentary on AI tools, AI-assisted coding, vibe coding, web development, and what actually helps small builders ship.

The Token Tax of New Tech

AI-assisted development adds a new cost to tech choices: how much context, correction, and retrying your stack needs before it works.

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