Data and AI releases

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Tailscale Kubernetes Operator v1.96.5

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A new release of the Tailscale Kubernetes Operator is available. For guidance on installing and updating, refer to our installation instructions . New: Ingress and Egress ProxyGroup pods are able to request a new authkey when required. New: Multiple tailnet access can be enabled with the use of the new Tailnet custom resource.

Governance

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Also shipped Apr 7, 2026Tailscale in April 2026 →

Chroma 1.5.6

Version: 1.5.6 Git ref: refs/tags/1.5.6 Build Date: 2026-04-07T03:01 PIP Package: chroma-1.5.6.tar.gz Github Container Registry Image: :1.5.6 DockerHub Image: :1.5.6 [DOC] add concrete example for query/get response [DOC] Make delete clearer [DOC] Add multimodal example [ENH]: S3 client config improvements [BUG] Tests for garbage collector panic on...

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Tailscale container image v1.96.5

A new release of the Tailscale container image is available. You can download it from Docker Hub or from our GitHub packages repository . New: Services are now automatically advertised on startup. This can be disabled by setting the new environment variable, TS_EXPERIMENTAL_SERVICE_AUTO_ADVERTISEMENT , to false .

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Tailscale tsrecorder v1.96.5

A new release of the Tailscale tsrecorder is available. You can download it from Docker Hub . Changed: The Recorder CRD defaults to deploying a single replica StatefulSet, using the filesystem storage backend`.

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New pricing and packaging

- Changed: New tailnet plan signups are billed based on occupied user seats instead of monthly active users. Existing tailnets on a legacy plan will continue to be billed based on monthly active users. Changed: All plans can have an unlimited number of user devices in a tailnet.

Pricing
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Tailscale v1.96.5

iOS Fixed: An issue that could cause the network extension to encounter an out of memory condition on large tailnets is resolved. tvOS Fixed: An issue that could cause the network extension to encounter an out of memory condition on large tailnets is resolved.

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Tailscale v1.96.4

Linux Fixed: An issue on forks of Linux caused by fallback-on-ENOSYS logic is resolved. Fixed: An issue that could cause a segmentation violation during startup on MIPS devices is resolved. Android Fixed: An issue causing a deadlock when disconnecting from a tailnet is resolved.

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Seat calculator

- New: A seat calculator is available to help you understand seat consumption on your account before upgrading to a new plan.

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Aperture

Use Aperture ( beta ) to secure and manage your LLM agents with a single control plane across all your providers and models. New: Create custom guardrails with pre-LLM-call hooks to strip or block PII and restrict specific agent tools before requests reach the LLM.

Beta
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