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See the loop in motion.

Short walkthroughs and talks on how we put AI between people and the work. More are publishing soon.

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AI in the loop: a real pull request, start to finish

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AI in the loop: a real pull request, start to finish

A screen recording of how we take a feature from a plain-language spec to a reviewed, tested, merged pull request with AI carrying the volume and an engineer holding the judgment.

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Rewiring the delivery lifecycle around AI

Rewiring the delivery lifecycle around AI

A short talk on why AI pays off at the level of the whole lifecycle rather than one tool at a time, and how we sequence the change inside an engineering organization.

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From a data question to a trustworthy answer

From a data question to a trustworthy answer

A walkthrough of an AI-assisted analysis workflow: a question in plain language becomes a correct, explained result, with validation in the path so wrong numbers do not slip through.