“So at this point, we pretty much run the company on Dreamer agents for all kinds of important things. Maybe a good example of that is our wait list. People are signing up. Every time someone signs up for our waitlist, a Dreamer agent will actually research that person, and we're looking for folks who are builders, not super technical to build agents, and come in and give us a lot of feedback, and we prioritize bringing those people off of the waitlist first.”
quote is from the automated transcript, cleaned for reading:
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More from David Singleton
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Singleton: Stripe deployed some of the world's first production AI agent systems
“I was working at Stripe, as you mentioned, and we had the opportunity to put some of the very first AI agent systems in the world into production.”
David SingletonMar 20, 2026▶ 3:59Dreamer: the Agent OS for Everyone — David Singleton
Insight
Singleton: TypeScript is the optimal language for AI-driven development
“TypeScript is an amazing language for AI because there's tons of training data. In the models and it's strongly typed. And actually at the company, we built most of the stack in TypeScript, and we have this amazing property, which is we have type safety all th…”
David SingletonMar 20, 2026▶ 43:12Dreamer: the Agent OS for Everyone — David Singleton
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Singleton: Dreamer replaced Vector DB RAG for agent memory due to complexity
“Very early on, we were putting lots of facts into a vector database and doing embeddings and pulling them back out using, you know, reverse look of embeddings. Rag that actually worked, but turned out to be much more complexity than was actually required. So, …”
David SingletonMar 20, 2026▶ 52:07Dreamer: the Agent OS for Everyone — David Singleton
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Singleton: Hands-on engineering managers have the ideal skill profile for AI orchestration
“It turns out being an engineering manager, as long as you stay very close to the code and are able to continue to craft it yourself, is actually a great skill profile for being able to make agents work for you and for your team in this in this age.”
David SingletonMar 20, 2026▶ 58:21Dreamer: the Agent OS for Everyone — David Singleton
Disclosure
Dreamer pays AI tool builders proportionally based on agent usage
“And we're actually sharing something for the first time on this podcast, which is tool builders on Dreamer get paid. So if you publish a tool to the platform and a lot of agents use it, you'll actually get paid in proportion to their usage.”
David SingletonMar 20, 2026▶ 9:26Dreamer: the Agent OS for Everyone — David Singleton
Insight
Singleton: Standalone AI apps cannot scale safely without an OS-like core
“Because if you try to pick off just one piece of this, you can't actually make it work for people at scale because you could build little vibe coded apps, but they're going to grab all your data willy nilly. They won't be able to work together. You actually ha…”
David SingletonMar 20, 2026▶ 24:00Dreamer: the Agent OS for Everyone — David Singleton
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