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Movement 03 · The Engagement
Sessions 23–24 · Movement 03

Training & Handoff

Test it, get it accepted, hand it over — so it still works in year three.

Class recording

The lecture recording posts here after the class is taught.

Class summary

The eval gate first: what actually ships, how to validate the judge before trusting it, and criteria drift. Binary pass/fail, never a 1–5 scale — range scores are close to impossible to align with human preference. Then acceptance executed formally, and the install itself. Visit four is the last on-site, and Thanksgiving week is the involuntary proof that the tool runs with nobody in the building.

The block closes on the economics nobody shows the client: development is a fifth to two fifths of lifecycle cost and maintenance is the rest, humans still perform the overwhelming majority of maintenance on AI-generated files, and an honest total cost of ownership includes the exit path by name.

Connect.AI · Student-led forward-deployed engineering
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