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NocoBase is building AI employees as plugins and Portals as the surface they live on
A side-by-side editorial comparison of Notion and Tability — release velocity, themes, recent moves, and the top alternatives to consider.
Notion is building the place where other companies' agents come to work
The 3.5 and 3.6 releases turned Notion into a developer platform: Workers run custom code on Notion's infrastructure, a CLI and Markdown API exist for coding agents, and External Agents bring Claude and Cursor onto a shared board where a team can assign and watch them. Custom Agents have accumulated the surrounding machinery in the weeks since — five more MCP connections, calendar tools, Outlook mail, Microsoft file read and write, audit-log coverage, and a people directory. The most recent entries are smaller and mostly about wiring: sharing context from the Share menu, sharing Workers across a team, and surfacing Worker usage in the credits dashboard before the free beta ends.
Tability is handing OKR upkeep to agents, with the manager kept in the approval seat.
Tability shipped a single dated train on August 6 covering agent delegation, an AI spreadsheet importer, wider AI Mode context, and a Skills Library for Claude and ChatGPT. Underneath that sits the KPI module introduced in mid-July, which split business-as-usual metrics away from OKRs and gave them their own permissions, views, and import path. The product now has two tracked object types and is layering AI onto the labor of maintaining both.
The 3.5 and 3.6 releases turned Notion into a developer platform: Workers run custom code on Notion's infrastructure, a CLI and Markdown API exist for coding agents, and External Agents bring Claude and Cursor onto a shared board where a team can assign and watch them. Custom Agents have accumulated the surrounding machinery in the weeks since — five more MCP connections, calendar tools, Outlook mail, Microsoft file read and write, audit-log coverage, and a people directory. The most recent entries are smaller and mostly about wiring: sharing context from the Share menu, sharing Workers across a team, and surfacing Worker usage in the credits dashboard before the free beta ends.
Notion is positioning itself as the orchestration layer rather than another agent vendor, which is a different bet than most of its competitors are making. The supporting work is consistent with that: Workers to run the code, a credits dashboard to price it, an audit log to govern it, and sharing so one person's Worker becomes a team asset. The recent shift from platform launches to permissions, sharing and billing surfaces is what a product does after the capability lands and adoption becomes the constraint.
Workers move onto paid credits on August 11, so the near-term work should keep clustering around usage visibility and cost controls. The trigger surface is the other thread to watch — meeting notes became an agent trigger this window, and the same pattern applied to other Notion events is the obvious next step.
Tability shipped a single dated train on August 6 covering agent delegation, an AI spreadsheet importer, wider AI Mode context, and a Skills Library for Claude and ChatGPT. Underneath that sits the KPI module introduced in mid-July, which split business-as-usual metrics away from OKRs and gave them their own permissions, views, and import path. The product now has two tracked object types and is layering AI onto the labor of maintaining both.
Every recent addition attacks the same weakness in goal-tracking tools: the data goes stale because updating it is nobody's job. Tability's answer is to let agents do the gathering and drafting while routing proposals, decisions, access requests, and blockers back to a human before anything commits. The Skills Library and MCP integration point outward — the company appears content for the actual reasoning to happen in Claude or ChatGPT while Tability holds the structured record.
The delegation flow is the piece with room to run; expect agents to move from preparing work to posting check-ins and flagging at-risk goals on a schedule, with the KPI module as the data source. Whether the Skills Library grows or gets absorbed into the agent flow is the open question the entries do not settle.
Other PM products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Notion or Tability.
NocoBase is building AI employees as plugins and Portals as the surface they live on
Resource Guru is opening the schedule up — first to AI tools, now to bookings that fit themselves.
Rize stops being a time tracker you query and becomes one that runs on a schedule without you.
A competitor-comparison content machine — the feed ranks rivals, it never reports a release.
Resource Guru is teaching its scheduler to place work for you, not just record where you put it
RentRedi is building for landlords who outgrew a spreadsheet — portfolios, documents, and now AI intake
See all Notion alternatives → · See all Tability alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Tability is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tability is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
Top Notion alternatives in PM are ranked by recent ship velocity. Browse the "Notion alternatives" section above for the current picks, or visit /alternatives/notion for the full list with editorial commentary on each.
Top Tability alternatives in PM are ranked by recent ship velocity. Browse the "Tability alternatives" section above for the current picks, or visit /alternatives/tability for the full list with editorial commentary on each.