Insight certainty 4/5 debate potential 3/5

Singleton: Standalone AI apps cannot scale safely without an OS-like core

David Singleton · Dreamer: the Agent OS for Everyone — David Singleton · Mar 20, 2026 · at 24:00

David Singleton, CEO of Dreamer and former Stripe CTO, discusses why agentic software requires kernel-level security rather than piecemeal apps.

0:00 / 0:17exact quote · 17.5s
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“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 have to invest in the fundamental core in order to make it work well for people.”

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More from David Singleton

Assertion Not checkable as stated
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 Singleton Mar 20, 2026 ▶ 3:59 Dreamer: 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 Singleton Mar 20, 2026 ▶ 43:12 Dreamer: the Agent OS for Everyone — David Singleton
Insight
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 Singleton Mar 20, 2026 ▶ 52:07 Dreamer: the Agent OS for Everyone — David Singleton
Insight
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 Singleton Mar 20, 2026 ▶ 58:21 Dreamer: 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 Singleton Mar 20, 2026 ▶ 9:26 Dreamer: the Agent OS for Everyone — David Singleton
Prediction Not checkable as stated
Singleton: Developers must optimize their CLIs for AI agent discovery
“I was chatting with folks at Stripe last week and saying, hey, you got to make the Stripe CLI actually tell agents what they can do on Stripe because that way they're going to use more stuff on Stripe. I think this is a real trend for the entire industry.”
David Singleton Mar 20, 2026 ▶ 41:52 Dreamer: the Agent OS for Everyone — David Singleton
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