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John Wilger
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workflow

2 articles

Somebody Has to Design the Factory

July 26, 2026 13 min read

"Dark factory" software development doesn't mean typing an idea into a box. Automating assembly created a second engineering discipline, and that's where senior judgment goes.

ai llm software-engineering workflow manufacturing

AI Might Not Make You Faster. It Can Make You Free.

July 10, 2026 10 min read

Speed is the wrong metric for AI-assisted development. With real guardrails, the win is higher-quality work and attention you get to spend somewhere else.

ai llm software-engineering productivity workflow

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