Omniagent / notes from production
What we measured while building a system that produces short-form video end to end. Costs from the ledger, failures from the logs — not demos.
We rebuilt someone else's viral ad with our own presenter and product, then ran the same scene through Seedance 2, Grok Imagine, PixVerse and MiniMax H3. Measured prices, measured failures, and the one we actually ship.
Artyom Bespalov·5 August 2026