Data and AI releases

548 this month · 176 companies

tailscale 1.98.9

UpdateNot yet verified

Please refer to the changelog available at https://tailscale.com/changelog

Observability

Read on github.com

Also shipped Jul 20, 2026Tailscale in July 2026 →

OIDC federated authentication (Public Preview)

OpenID Connect (OIDC) security integrations for federated single sign-on (SSO) are available in Public Preview. Multiple OIDC integrations, or OIDC alongside an existing SAML2 integration, require identifier-first login . Without identifier-first login, only one SSO integration (SAML2 or OIDC) can be ENABLED=TRUE at a time.

Preview
Source ↗

DML into frozen regions of dynamic tables (General availability)

You can now use DML statements (INSERT, UPDATE, MERGE, DELETE) to modify rows directly in the frozen region of a dynamic table. This enables use cases such as GDPR-required row deletions or correcting specific records without triggering a full refresh of the active region. For more information, see DML into a frozen region .

GA
Source ↗

AI credit pools for cost centers in the billing UI

You can now manage a cost center’s AI credit pool directly in the billing UI where you create and edit cost centers. Previously, you could only manage this through the GitHub REST API. This feature is available for Copilot Business and Copilot Enterprise on GitHub Enterprise Cloud. Toggle the AI credit pool on when you create or edit a cost center.

Pricing
Source ↗

More from TailscaleEvery Tailscale release →

Admin console URL change

- Changed: The Tailscale admin console is now available at console.tailscale.com . Authentication continues to use login.tailscale.com , and requests to login.tailscale.com/admin/ automatically redirect to the new subdomain.

Update
Source ↗

Tailscale v1.98.9

All Platforms Fixed: Tailscale Serve Unix socket proxy targets are restricted to the root user. This fix addresses a security vulnerability described in TS-2026-005 . Fixed: Tailscale SSH does not allow the use of UIDs or numeric-only usernames. This fix addresses a security vulnerability described in TS-2026-006 .

Update
Source ↗

Tailscale v1.98.10

All Platforms Fixed: Tailscale SSH Unix socket forwarding respects symlink permissions. This fix addresses a security vulnerability described in TS-2026-004 . Fixed: Tailscale SSH performs additional checks to disallow UIDs and numeric-only usernames. This fix covers additional scenarios described in TS-2026-006 .

Update
Source ↗

Tailnet creation API

- New: Use the tailnet creation API to create, list, and delete API-only tailnets in your organization ( alpha ).

Update
Source ↗

Tailscale v1.102.1

All Platforms New: tailscaled_serve_outbound_bytes_total and tailscaled_serve_inbound_bytes_total client metrics report bytes sent to and received from peers on Tailscale Serve connections for Tailscale Services . New: The tailscale get CLI command returns the current node's preferences.

Update
Source ↗