Releasesby GlyphTailscale v1.102.4
All Platforms Fixed: Resolved an issue that could cause a loss in connectivity when a netmap update occurs near the time of reauthentication. macOS Fixed: Resolved an issue that could prevent exit nodes from appearing when using a custom coordination server.
Also shipped Sep 10, 2026Tailscale in September 2026 →
BigQuery conversational analytics adds ML.CORRELATION in preview
Conversational analytics can now use ML.CORRELATION to calculate statistical correlations between a target column and one or more metric columns in a table.
BigQuery ML.METRICS evaluates predictions without a stored model
The preview ML.METRICS function computes classification or regression evaluation metrics on any table or query with actual and predicted values, with no need to create or reference a stored model.
You can use the AI.CAUSAL_EFFECT function to quantify the impact of specific interventions on time series data
You can use the AI.CAUSAL_EFFECT function to quantify the impact of specific interventions on time series data. This feature is in Preview .
BigQuery Data Engineering Agent integrates with BigQuery Graph
The Data Engineering Agent now uses BigQuery Graph for extra context between source and destination schemas, improving schema mapping accuracy in data engineering pipelines. It is generally available.
Using dbt artifacts for Slim CI and defer to production in dbt Projects on Snowflake (General availability)
Slim CI, defer to production, failed-execution recovery, and concurrent execution are now generally available for dbt Projects on Snowflake. Reuse dbt artifacts from recent production executions to accelerate development, streamline CI/CD workflows, and recover from failed production runs without maintaining a separate artifact store.
External secret providers (Preview)
External secret providers are now in preview. If your organization already keeps API keys, database passwords, and similar values in AWS Secrets Manager, Azure Key Vault, or Google Cloud Secret Manager, Snowflake can read those values when a query needs them, so you don't have to maintain a second copy in a Snowflake secret .
More from TailscaleEvery Tailscale release →
Tailscale 1.102.4
Please refer to the changelog available at https://tailscale.com/changelog
Tailscale Kubernetes Operator v1.102.4
A new release of the Tailscale Kubernetes Operator is available. For guidance on installing and updating, refer to our installation instructions . Fixed: ProxyGroup reconciler no longer triggers on incorrect events.
Tailscale GitHub Action v4.2.0
- Fixed: The Tailscale GitHub Action properly skips re-downloading binaries on linux if a file with a matching SHA already exists. New: The Tailscale GitHub Action groups log output by default. Use the log-mode parameter to control whether the logging output is grouped, ungrouped, or run in "quiet" mode.
View device posture status
- When checking the device posture status of a machine on the Machines page of the admin console, you can see the assertions the posture requires, each machine's value, and whether it's passing. For each posture, you can also see a count of policy file rules that affect a machine and require this posture.
Tailscale container image v1.102.5
A new release of the Tailscale container image is available. You can download it from Docker Hub or from our GitHub packages repository . Fixed: The container no longer stops tailscaled when it falls behind on status updates and the connection is closed, which was common on large tailnets.
Tailscale PAM
Use Tailscale Privileged Access Management (PAM) ( beta ) to provide application-aware access to resources in your Tailscale network. New: Services can be defined for privileged access, including SSH , database , RDP , HTTPS , Kubernetes , and Amazon S3 types. New: Sessions can be recorded for SSH, database, HTTPS, and Kubernetes Service types.
Aperture by Tailscale GA
Use Aperture ( generally available ) to secure and manage AI agents and LLM sessions with cost controls, request and response hooks, guardrails, logging, MCP support, and API proxying. New: A promotional model token credit is included for use with new and existing Aperture gateways.
Tailscale 1.102.5
Please refer to the changelog available at https://tailscale.com/changelog