Data and AI releases

548 this month · 176 companies

Cognition, September 2026 new features

205 releases · 1 product · 8 Preview · 1 Beta · 1 Deprecation

Read-Only Live Shell Preview

The streaming terminal preview in the worklog is now a read-only text view: clicking it no longer places a cursor or captures keyboard input, text can be selected and copied normally, and multi-line progress bars redraw correctly.

Preview

Devin Updates Only Its Own Section of a PR Description

When updating a PR description, Devin now replaces only its own section and leaves sections added by other tools (review bots, CI preview links) or people intact, instead of skipping the update or offering to overwrite them.

Preview

Plugin Change Approvals Show the Proposed Diff

Clicking a plugin change approval card now opens the proposed change in the Progress tab as a diff against the saved plugin, with a link to the plugin; after approval it shows exactly what was written. Single-file plugin edits preview the file directly.

Preview

SWE-2 Research Preview in the Agent Selector

SWE-2, Cognition's next-generation software engineering model, is rolling out as a research preview in the agent selector under the "Research preview" section. Choose SWE-2 and a reasoning effort (Medium, High, or Max) when starting a session, or switch to it mid-session with the agent toggle next to the message input; in Slack, use !swe2 .

Preview

Customize Editor Improvements

Skill and rule rows open an editor with Preview, Edit, and Version history tabs; removing or uninstalling a plugin asks for confirmation first. Customize shows only the configuration layers you can edit, with plugins your organization or enterprise requires shown as read-only "Required by organization" / "Required by enterprise" sections.

Preview

Marketplace Updates

The Meticulous MCP server is out of beta, and Intercom now connects with an access token.

Beta

Google Workspace MCP Setup Guidance

The Google Drive, Gmail, and Calendar MCP configure pages now warn that the Google Cloud project must be enrolled in the Developer Preview and explain the bring-your-own OAuth client setup.

Preview