Data and AI releases

548 this month · 176 companies

tailscale 1.94.2

UpdateNot yet verified

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

Observability

Read on github.com

Also shipped Feb 25, 2026Tailscale in February 2026 →

Dynamic runbooks with Notebook in Public Preview

New Relic Notebooks enables you to create structured documents with individual blocks for queries, visualizations and text. This helps facilitate collaborative data analysis and storytelling, investigation, and the saving and sharing of analytical workflows.

Preview
Source ↗

Native to Web SSO is now Generally Available

### Description Native to Web SSO enables seamless single sign-on from native mobile applications to web applications. Users authenticated in a native mobile app can now transition to web content without re-authenticating, providing a frictionless cross-platform experience.

GA
Source ↗

UpdateThink: Replace Think Provider Mid-Conversation

You can now dynamically replace the entire Think provider configuration during a live Voice Agent conversation using the new UpdateThink client message. This allows you to switch to a different LLM provider, change the model, set a completely new prompt, and reconfigure functions , all in a single message.

Update
Source ↗

Agents, Workers - Agents SDK v0.6.0: RPC transport for MCP, optional OAuth, hardened schema conversion, and @cloudflare/ai-chat fixes

The latest release of the Agents SDK ↗ lets you define an Agent and an McpAgent in the same Worker and connect them over RPC , no HTTP, no network overhead. It also makes OAuth opt-in for simple MCP connections, hardens the schema converter for production workloads, and ships a batch of @cloudflare/ai-chat reliability fixes.

Update
Source ↗

More from TailscaleEvery Tailscale release →

Workload identity federation GA

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

GA
Source ↗

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 ↗