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Episode Companion

The written companion to a Production AI video. The architecture detail, diagrams, and receipts that don't fit on camera.

Reliability

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I Mapped My AI Software Lifecycle. Code Wasn't the Bottleneck.

Aug 7, 2026

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6 min read

I Mapped My AI Software Lifecycle. Code Wasn't the Bottleneck.

AI made code generation fast. It did nothing for the two places the time actually goes, and one of them was quietly lying to me.

Chris Knows Production AI

AI didn't make engineering principles less important. It made the ones we took for granted matter more. Production AI is the architecture, tradeoffs, and judgment that separate demos from systems that survive production. Written for engineers, and the leaders responsible for them.

© 2026 Chris Knows Production AI.
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