Notion Agents just got rebuilt. Per Notion, the update does more for less: agents that can work for 24 hours or more, a model router that cuts cost, and a new credit system.

If you haven’t used them, Notion Agents work inside your workspace to take on tasks, and you can also build Custom Agents for your team.

What’s new in this update:

A rebuilt agent harness. Agents now have their own computer and browser, can write scripts for repeatable steps, and manage long conversations better. Tasks can run for 24 hours or more, up from five minutes, and Notion says agents run up to 50% faster on web and mobile
“Review for me” mode, where a separate model checks an action before the agent takes it
Auto, the upgraded model router. It sends simple requests to fast models and harder work to more capable ones, and switches if a model gets stuck. Per Notion, across 20+ common tasks it gave results similar to Opus 5.5 and Astra at about 90% lower average cost, so credits go about 10x further
Bring your own AI. You can connect a ChatGPT Plus, Pro or Go plan to your personal Notion Agent. Bring Your Own Key is in an Enterprise-only alpha
An overhauled Notion MCP, so agents like ChatGPT and Claude can use Notion as shared context. Memory sync is live today
One credit system for all AI usage. Business and Enterprise seats include 1,500 Standard credits and 500 Select credits a month

Good fit if your team already works in Notion and wants agents that run longer tasks without costs getting out of hand.

release notes and the launch blog post.