Data and AI releases

548 this month · 176 companies

Aperture chat, connectors, and sandboxes

UpdateNot yet verified

- New: Use identity-aware connectors to let agents and users reach your data via MCP and API endpoints ( alpha ). Tailnet access controls apply to every request, giving you one identity system across the chat interface and any agent connected to your tailnet.

AI agentsLLMsMCPSecurityData integration

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Also shipped Jun 16, 2026Tailscale in June 2026 →

Draft mode for V8.1 and new feature previews

Hi everyone - a few updates today! Draft mode for V8.1 Each draft mode generation creates 24 images at a lower resolution and quality. Click "Vary" on images you'd like to render at full-quality and full-resolution Draft jobs use half as many fast hours as V8.1 SD jobs (even though they generate 24 images!) Turn on draft mode by clicking the ⚡ button in the...

Preview
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Redesigned Usage & Billing Page

The Usage & Billing page has been rebuilt to support usage attribution (the Settings "Overview" tab is now "Usage"). Filter by auth method, API key, and login username to attribute consumption to a specific credential or user. Normalized app names and revised charts improve readability and export.

Pricing
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More from TailscaleEvery Tailscale release →

Tailscale v1.98.8

Note : 1.98.6 and 1.98.7 were release candidates intended for testing only. All Platforms Fixed: An issue causing connectivity disruptions when the operating system wakes from sleep in wireguard-go is resolved. Fixed: An issue causing excessive handshake initiation retries in wireguard-go is resolved.

Update
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Public IP address device posture attribute

- New: ip:publicAddress device posture attribute is available for use in postures and viewable on the Machines page of the admin console. To test, go to the Settings page of the admin console and toggle Public IP addresses for device posture (beta) .

Beta
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