2025-10-08
To scale agentic AI, Notion tore down its tech stack and started fresh
Many organizations would be hesitant to overhaul their tech stack and start from scratch.
Not Notion.
For the 3.0 version of its productivity software (released in September), the company didn’t hesitate to rebuild from the ground up; they recognized that it was necessary, in fact, to support agentic AI at enterprise scale.
Whereas traditional AI-powered workflows involve explicit, step-by-step instructions based on few-shot learning, AI agents powered by advanced reasoning models are thoughtful about tool definition, can identify and comprehend what tools they have at their disposal and plan next steps.
“Rather than trying to retrofit into what we were building, we wanted to play to the str [...]
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