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Notion Agents can now work on one task for up to 24 hours

Notion rebuilt its agent harness so Notion Agents now have their own computer and browser, smarter context management, and a "Review for me" mode with safety checks, and can work on a single task for up to 24 hours, the company said in its release notes. Notion also introduced Auto, a model router it says delivers results similar to Opus 5.5 and Astra across 20+ common tasks at about 90% lower average cost, making credits go about 10× further, alongside bring-your-own-key support (private alpha for Enterprise), memory sync in Notion MCP, and a new credit system consolidating all Notion AI usage. Chats load up to 50% faster on mobile, and an AI Command Center with per-person, per-feature and per-agent usage, spending limits and model controls is coming soon.

read2 min views1 publishedOct 20, 2026
Notion Agents can now work on one task for up to 24 hours
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Releases / Today, Notion AI gets some major upgrades. Introducing:

→ More capable Notion Agents

→ A smarter Auto (frontier results, 90% cheaper)

→ Bring your own AI (BYOK) → Improved Notion MCP

→ AI Command Center (coming soon) → A new credit system

Uh-oh! It looks like your ad blocker is preventing the video from playing.

Please watch it on YouTube We rebuilt our agent harness. Again.

Notion Agents now have their own computer and browser, smarter context management, and a new “Review for me” mode with safety checks.

They can work on tasks for up to 24 hours. And chats load up to 50% faster on mobile.

Meet Auto, our upgraded model router 🔀

Frontier quality at 90% lower cost. Because you shouldn’t need a major in models to pick one.

It matches each task to the right model, balancing quality, speed, and cost. If it gets stuck, it changes course.

And the math is pretty nice, too.

Across 20+ common tasks, Auto delivered results similar to Opus 5.5 and Astra at about 90% lower average cost.

Your credits go about 10× further.

Plus: bring the AI you already pay for.

Connect your ChatGPT Plus, Pro, or Go plan to your personal Notion Agent.

Or Bring Your Own Key (now in private alpha for Ent).

Coming soon: AI Command Center.

See usage by person, feature, and agent. Set spending limits and alerts. Decide which models and agents your team can use.

So you’ll always know what’s running, who owns what, and what everything costs.

Notion MCP is our fastest-growing product ever. We took the hint.

We overhauled it so your favorite agents can use Notion as a shared brain: find context, remember what matters, and make things you can share.

Memory sync is live today, with skills via MCP coming soon.

A new credit system for Notion AI.

Your agents can do more now, and increasingly Notion Agent, Custom Agents, and many outside AI tools can all work in one place.

So, now we’re bringing together all AI usage under a new credit system.

Uh-oh! It looks like your ad blocker is preventing the video from playing.

Please watch it on YouTube Read more about everything new, including our new credit system:

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