Articles

Notes on engineering judgment, AI, automation, and delivery.

Writing for technical leaders who need practical ways to reason about systems, teams, process, and the pressure to adopt new tools without creating more drag.

June 9, 2026

AI as workflow, not novelty

The useful question is not whether a team should use AI. The useful question is where judgment, repetition, and context already meet inside the organization, because that is where AI can change the shape of work.

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June 9, 2026

Small systems that compound

Internal tools and automations rarely look strategic at first. But the right small system can remove recurring friction, protect attention, and give a team more accurate information about its own work.

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June 9, 2026

Technical strategy without theater

Technical strategy is useful when it changes what a team does next. It should clarify constraints, expose tradeoffs, and give engineering leaders a way to make decisions without turning every choice into a platform debate.

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