Data and AI releases

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Tailscale Kubernetes Operator v1.94.2

UpdateNot yet verified

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.

Observability

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Also shipped Feb 13, 2026Tailscale in February 2026 →

Chat with your Canvas, DB Metrics, Network flows

Tomorrow's Valentine's Day. Our gift to you? You can now chat with your canvas. Ask your Railway environment what's running, debug failing deploys, and stage changes through a new AI agent that understands your infrastructure. We're also shipping Postgres metrics and network flows to GA after battle-testing them in Priority Boarding. Let's get into it!

GA
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Guardrails 0.8.1

- Bump lodash from 4.17.21 to 4.17.23 in /docs in the npm_and_yarn group across 1 directory by @dependabot [bot] in #1391 fix: correct typos 'recieved' and 'occured' Fix custom validators failing without Hub API key docs: Add MLflow integration guide Bump filelock from 3.19.1 to 3.20.1 in the pip group across 1 directory by @dependabot [bot] in #1378 0.8.x...

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Workers, Agents, Workers AI - Introducing GLM-4.7-Flash on Workers AI, @cloudflare/tanstack-ai, and workers-ai-provider v3.1.1

We're excited to announce GLM-4.7-Flash on Workers AI, a fast and efficient text generation model optimized for multilingual dialogue and instruction-following tasks, along with the brand-new @cloudflare/tanstack-ai ↗ package and workers-ai-provider v3.1.1 ↗ . You can now run AI agents entirely on Cloudflare.

Update
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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
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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
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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
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Tailscale Kubernetes Operator v1.94.1

A new release of the Tailscale Kubernetes Operator is available. For guidance on installing and updating, refer to our installation instructions . New: The Egress proxy can now send traffic to Tailscale service VIPs.

Beta
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