How we migrated from manual deploys to agent-driven development in under six months

This talk will dig into the technical and social details of Imprint's migration to safely transition from manual deploys to continuous deployment with substantial agent-written PRs in under six months.

Speakers: Will Larson

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September 29, 2026

New York • September 8 & 9, 2027

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There’s an overwhelming echo chamber telling you you’re not AI-pilled enough: Oh, you still have humans writing software? Oh, you are still having humans review things before merging them? It’s easy to feel judged, and easy to dismiss the changes as propaganda.

This talk will dig into the technical and social details of Imprint’s migration to safely transition from manual deploys to continuous deployment with substantial agent-written PRs in under six months. From our specifics, we’ll expand to a repeatable recipe others can take to include agents in their workflows without resorting to the banality of tracking token usage or other veneers of Ai transformation.

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