Notion rebuilds its agents to do more for less
Notion released rebuilt agents that can work on tasks for up to 24 hours. The update adds an automatic model router called Auto, support for connecting outside AI accounts, an improved Notion MCP and a new credit-based way of metering AI usage.
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Notion's releases page dated 19 October 2026 presents the AI update titled Agents, rebuilt to do more for less. Notion says it rebuilt the infrastructure behind its agents, which now have their own computer and browser, better context management and a Review for me mode with safety checks. Agents can work on a task for up to 24 hours.
The Auto model router assigns each task to the most suitable model; Notion claims it cuts cost by about 90% for top-level quality, without a detailed methodology. Users can also connect a ChatGPT Plus, Pro or Go subscription, or their own API key (private alpha for Enterprise). Memory sync through Notion MCP is available, while skills and the AI Command Center (usage tracking, spending caps) are coming soon, and all AI usage goes through a unified credits system.
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