AI
Notion rebuilds its agents to run one task for a day
Notion's release notes describe 24-hour agent tasks, a cost-saving model router and bring-your-own-AI.
Notion's Oct 19 release notes, "Agents, rebuilt to do more for less," cover agent tasks that can run for up to 24 hours, an "Auto" model router, a new credit system and Bring Your Own AI.
A router is a traffic cop for questions: easy ones go to a cheaper model, hard ones to a pricier one, so you don't pay luxury rates for a grocery list. "Bring Your Own AI" means plugging your own model account into Notion instead of using only the ones it supplies.
The caveat: we confirmed the headline features on Notion's own page, but it gave us little detail beyond them, so how well a day-long task holds up is still untested by us.
On your desk: if a Cowork or Claude Code automation runs for hours, give it checkpoints, a saved log it can resume from, so a hiccup at hour nine doesn't erase hours one through eight.
Read the original at Notion Releases: Agents, rebuilt to do more for less (2026-10-19) →