Two upgrades from the last couple of weeks: why Showspring now runs on a fleet of AI agents instead of a single coding assistant, and how moving video generation to reference-to-video with Seedance took the Doodle Cast from "close enough" to genuinely on-model. Plus a first, very wet look at the episode in production.
I picked generative video because its failures are impossible to hide. Here is what building Showspring taught me about agents, Style DNA, feedback loops, and keeping the human in the director’s chair.
Showspring gave me a rare sandbox: unleash parallel AI coding sessions and product agents on a real software project, then learn which controls make that velocity deployable in real operations.
A walk through every AI integration in Showspring — the creative job each one does, why it is there, and what the equivalent crew would look like without it. The point is not AI-generated content. The point is AI as the production crew.
Showspring renders broadcast-quality MP4s end-to-end on a server. So why ship them into DaVinci Resolve at all? Because some shows need a human’s last word — and getting a server timeline into the most opinionated NLE on the market took a layered integration design, an unsolicited Defender false-positive, and a tour through Resolve’s most-undocumented APIs.
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