Data and AI releases

548 this month · 176 companies

Workload identity federation GA

Generally availableNot yet verified

- Changed: Use workload identity federation ( generally available ) to authenticate Tailscale API requests with federated OIDC workload identities from third-party providers.

SecurityDeveloper tools

Read on tailscale.com

Also shipped Feb 19, 2026Tailscale in February 2026 →

Gemini 3.1 Pro Preview now available in AI Gateway

Google's Gemini 3.1 Pro Preview model is now available through Netlify's AI Gateway with zero configuration required. Use the Google GenAI SDK directly in your Netlify Functions without managing API keys or authentication. The AI Gateway handles everything automatically.

Preview
Source ↗

Segmentation for Adaptive Logs

Easily manage Adaptive Logs on a per-team basis. Seegmentation to granularly manage Adaptive Logs is now Generally Available. Viewing recommendations, bulk editing, and understand savings impact are now all streamlined into a single-segment specific view.

GA
Source ↗

Ray-2.54.0

Ray Data 🎉 New Features Add checkpointing support to Ray Data ( #59409 ) Compute Expressions: list operations ( #59346 ), fixed-size arrays ( #58741 ), string padding ( #59552 ), logarithmic ( #59549 ), trigonometric ( #59712 ), arithmetic ( #59678 ), and rounding ( #59295 ) Add sql_params support to read_sql ( #60030 ) Add AsList aggregation ( #59920 )...

Update
Source ↗

More from TailscaleEvery Tailscale release →

Tailscale Peer Relays GA

- Changed: Use Tailscale Peer Relays to set up self-hosted high-throughput relay servers when direct connections aren't possible ( generally available ).

GA
Source ↗

Tailscale Kubernetes Operator v1.94.2

A new release of the Tailscale Kubernetes Operator is available. For guidance on installing and updating, refer to our installation instructions . Fixed: Configuring a single invalid Tailscale FQDN for an egress will no longer cause the egress to crash. It will instead log the error and continuing serving traffic.

Update
Source ↗

Tailscale container image v1.94.1

A new release of the Tailscale container image is available. You can download it from Docker Hub or from our GitHub packages repository . New: OAuth and workload identity federation support has been added for containers.

Update
Source ↗