AI got you a demo. It won't get you a business - not on its own. Four things separate a demo from a revenue-ready product, and all four are in the recording. Two hours, four speakers, free.
The same AI capability costs about six times less than it did a few months ago, and almost nobody has updated their math.
OpenAI open-sourced Harness, the engine behind Codex. Same model, higher benchmark score, token use down sixfold overnight.
Most AI features do not die
1,393 AI agents spent $20,000 in tokens on one Python refactor that a single agent could have handled. An OpenAI Codex developer calls it the coordination tax: past two sub-agents, quality stops improving.
What can yours reach that you have not checked?
Ours runs inside Forge, our own engine, and the gates are structural: it holds the codebase in context, a second pass reviews the diff, and a senior engineer signs every deploy. Agents never hold deploy keys.
"AI has made the impossible hard, and the hard easy."
That's Toby Lütke, quoted by Liam Byrne on our eCommerce webinar last month.
Liam has run eCommerce for ten years, at Shopify Plus and Gorgias, and he
spent his twenty minutes on the half nobody demos: what happens after the