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Field notes on project rescue, AI, cloud, and product delivery.

Practical articles for founders, operators, and technical teams who need software to become predictable again.

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How to ship AI features that survive production

The difference between a convincing AI demo and a reliable product feature is evaluation, access control, and cost discipline.

April 3, 2026 · 2 min read

Project Rescue

Missed milestones are rarely the first signal. These are the earlier signs founders and operators should watch.

March 27, 2026 · 3 min read

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