Data and AI releases

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Tailscale tsrecorder v1.98.3

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A new release of the Tailscale tsrecorder is available. You can download it from Docker Hub . Fixed: Recorder pods can request a new auth key when required.

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Also shipped May 22, 2026Tailscale in May 2026 →

What's new in Sigma

AI Apps Sigma Public Sigma Public is now available as a free-to-use platform where you can create, share, and explore apps built in Sigma. Use sample data or upload your own datasets to build workflows in an embedded Sigma experience. You can also search apps created by other users to get inspiration for your next app in Sigma.

Beta
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Do more with grid

Grid is generally available and now makes it easier to reorder columns and rows, auto-position items into empty cells, and auto-add or remove rows to fit so you spend less time on manual fixes.

GA
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Qdrant 1.18.1

Change log Improvements #8988 - Refactor quantized multi-vector scorers for io_uring support #9058 - Validate vector dimensions before WAL write for async upserts Bug Fixes #8990 - Notify pending consensus ops on snapshot apply #9054 - Fix indexed integer range filter with float values #9055 - Fix {match: {except: []}} returning zero results with payload...

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Tailscale Kubernetes Operator v1.98.3

A new release of the Tailscale Kubernetes Operator is available. For guidance on installing and updating, refer to our installation instructions . New: The DNSConfig custom resource supports specifying node affinity rules and node selectors for nameserver pods. New: The operator Helm chart supports priority class names for operator pods.

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Tailscale v1.98.3

Linux Fixed: An issue where netfilter rules could be applied inconsistently after a netfilter mode change failed has been resolved. Connmark and CGNAT rules are applied after the active netfilter mode is successfully updated, matching the behavior of other netfilter paths.

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Tailscale container image v1.98.3

A new release of the Tailscale container image is available. You can download it from Docker Hub or from our GitHub packages repository . This version contains no changes except for library updates.

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Aperture CLI

Use Aperture CLI ( alpha ) to launch and manage coding agents with Aperture 's built in guardrails, policy enforcement, and observability. Aperture CLI supports Claude Code, Gemini CLI, OpenCode, OpenAI Codex, Copilot CLI, and Claude Cowork, on devices both inside and outside your tailnet.

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Manage domain names

- New: Manage domain verification and domain aliases for your tailnet using the Domains page of the admin console.

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Tailscale Terraform Provider v0.29.1

v0.29.1 of the Tailscale Terraform Provider has been released with the following changes: Fixed: The tailscale_tailnet_key resource no longer clears the key attribute when Terraform state is refreshed. tailscale_tailnet_key values that are already cleared should be recreated to generate a new key in state.

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Tailscale Terraform Provider v0.29.2

v0.29.2 of the Tailscale Terraform Provider has been released with the following changes: Fixed: A regression in tailscale_tailnet_key has been resolved where recreate_if_invalid was not being checked before recreating the resource when the key is not found.

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