v0.12.28

New Features 🎉

• feat: Update agent run UI and approval flow (#3736) by @maciaszczykm

  The agent run user interface has been significantly updated to enhance the approval flow, providing a more intuitive experience for users managing AI agent runs. Key improvements include a redesigned layout for agent run details and the introduction of new icons, which streamline navigation and make it easier to track the status of approvals. These changes aim to improve user efficiency and clarity when interacting with the agent run features.

• Compatibility Matrix Update 2026-06-28 (#3780) by @app/github-actions

  The compatibility matrix has been updated to include version 87.3.0 of the kube-prometheus-stack, which introduces a significant change in how containers and initContainers fields are rendered using Helm's tpl function. This allows for dynamic templating in these fields, enabling more flexible configurations, but users should be cautious as it may lead to unintended template rendering if custom values are not properly managed. Additionally, the update includes routine dependency updates and clarifications on behavior changes to ensure users are aware of potential impacts on their configurations.

• feat(workbench): redesign job todos and results components (#3781) by @floreks

  The job todos and results components in the workbench have been redesigned for improved usability and visual clarity. The updates include a new timeline layout for todos, making it easier to track progress, and enhanced styling that provides a more spacious and organized presentation of job results. These changes aim to streamline user interactions and enhance the overall experience when managing jobs within the workbench.

• feat: Tune workbench prompt (#3782) by @michaeljguarino

  The workbench prompt has been refined to require manual approval before creating pull requests, enhancing control over automated changes. This adjustment allows users to provide follow-up prompts to ensure accuracy, thereby improving the overall reliability of the AI-driven automation process. This change is significant for users who rely on precise and validated deployments, as it minimizes the risk of unintended modifications.

• feat(cloud-query): introduce MetricsLabelSearch functionality (#3789) by @floreks

  The new MetricsLabelSearch functionality has been introduced, enabling users to perform label searches on metrics across various observability tools, including Prometheus, Datadog, CloudWatch, and Azure. This enhancement allows for more granular insights by returning indexed metric tags, which can streamline troubleshooting and improve observability workflows. Users can now efficiently query and filter metrics based on specific labels, enhancing their ability to monitor and manage their Kubernetes environments effectively.

• feat(workbenches): enhance chart interactivity (#3790) by @floreks

  Chart interactivity in the workbench usage component has been significantly enhanced, allowing users to visualize single data points more effectively. A new crosshair feature and area highlighting for single data points improve the overall user experience, making it easier to interpret data trends and insights. This update is crucial for users relying on precise data analysis within their workbench environments.

• Compatibility Matrix Update 2026-07-02 (#3792) by @app/github-actions

  The compatibility matrix for EKS has been updated to include new versions of several addons, such as adot, amazon-cloudwatch-observability, and amazon-sagemaker-hyperpod-observability, along with their supported Kubernetes versions. This enhancement ensures users can leverage the latest features and improvements from these addons while maintaining compatibility with previous Kubernetes versions, providing a smoother upgrade path and better operational stability.

• Extended-Support Matrix Update 2026-07-02 (#3793) by @app/github-actions

  The support matrix for GKE has been updated to extend support for version 1.33, which will now receive updates until August 30, 2026. This change ensures users can rely on continued support for this version, enhancing stability and security for their deployments. Additionally, version 1.32 remains under extended support, providing users with more options for managing their Kubernetes environments effectively.

• Compatibility Matrix Update 2026-07-02 (#3794) by @app/github-actions

  The compatibility matrix has been updated to include new versions for several components, including Flux (version 2.9.0), Kube Prometheus Stack (version 87.5.0), and Elastic Agent (version 9.4.3). These updates enhance compatibility with Kubernetes versions 1.34 to 1.36 and introduce significant features such as Helm templating support in the Kube Prometheus Stack, which allows for dynamic values in container configurations. Additionally, the end-of-life dates for certain versions have been adjusted, ensuring users are informed about the latest support timelines.

• Extended-Support Matrix Update 2026-07-03 (#3795) by @app/github-actions

  The support matrix has been updated to include version 1.36 of the AKS configuration, which is now marked as extended support until June 30, 2027. This change is significant as it provides users with a longer support window for this version, ensuring they have access to updates and fixes while maintaining stability in their deployments.

• Compatibility Matrix Update 2026-07-03 (#3796) by @app/github-actions

  The compatibility matrix has been updated to include new versions for several EKS addons, such as the AWS Private CA Connector for Kubernetes, Fluent Bit, and Kubecost. These updates ensure compatibility with Kubernetes versions 1.30 through 1.36, enhancing the flexibility and reliability of deployments for users leveraging these addons. This change is crucial for maintaining operational integrity and ensuring that users can utilize the latest features and fixes available in their Kubernetes environments.

• Compatibility Matrix Update 2026-07-03 (#3797) by @app/github-actions

  The compatibility matrix has been updated to include new versions for several add-ons, including Argo CD (chart version 10.1.1), Kube Prometheus Stack (version 87.5.1), and OpenTelemetry Operator (version 0.154.0). These updates enhance compatibility with Kubernetes versions 1.25 to 1.35 and introduce improvements such as updated Grafana and Prometheus images, which bring upstream fixes and enhancements. This ensures users have access to the latest features and stability improvements for their Kubernetes deployments.

Bug Fixes 🐛

• fix: Enhance context application logic and add missing context pull request handling (#3785) by @maciaszczykm

  The context application logic for pipeline stages has been enhanced to ensure that missing context pull requests are now correctly identified and handled. This improvement allows for more reliable tracking of pull request statuses, ensuring that stages only complete when all necessary pull requests are merged. As a result, users can expect improved accuracy in the deployment pipeline, reducing the risk of incomplete or erroneous deployments.

Other Changes

• Add release notes for v0.12.27 (#3777) by @app/github-actions

  Version v0.12.27 introduces significant enhancements to the Plural Console, including the implementation of token reporting, which allows users to track and manage token usage for optimized resource allocation in AI-driven workflows. Additionally, the workbench setup now supports importing Git repositories, streamlining the integration of existing codebases, and a new feature for managing AI models enhances user flexibility. This release also includes multiple updates to the compatibility matrix, ensuring users can leverage the latest features across various Kubernetes versions and components.

• Release rapid v0.12.27 (#3778) by @app/github-actions

  The rapid release v0.12.27 introduces an updated version of the Plural Console, enhancing the application to version 0.12.27 and the controller to version 0.0.195. This update includes important improvements and fixes that optimize the deployment operator for Plural CD, ensuring a more robust and efficient management experience for Kubernetes fleets. Users can expect better performance and stability with this latest version.

• Release v0.12.27 (#3779) by @app/github-actions

  The release v0.12.27 introduces updates to the Plural Console and its dependencies, including the controller and datastore operators, now at versions 0.0.195 and 0.0.71 respectively. This update enhances the overall functionality and stability of the deployment operator, ensuring improved performance and compatibility within bring-your-own-Kubernetes setups. Users can expect a more robust experience as the application versions are aligned with the latest improvements and fixes.

• prep v0.12.28 (#3798) by @michaeljguarino

  The agent has been updated to version v0.6.48, which includes enhancements and bug fixes th...

datastore-chart-v0.0.72

deploys the datastore operator for plural cd

What's Changed

Other Changes

• Release v0.12.28 by @github-actions[bot] in #3800

Full Changelog: console-rapid-chart-v0.4.30...datastore-chart-v0.0.72

controller-chart-v0.0.196

deploys the deployment operator for plural cd

What's Changed

Other Changes

• Add release notes for v0.12.28 by @github-actions[bot] in #3799
• Release rapid v0.12.28 by @github-actions[bot] in #3801

Full Changelog: v0.12.28...controller-chart-v0.0.196

console-rapid-chart-v0.4.30

rapid channel chart for the plural console (used for testing)

What's Changed

Other Changes

• Add release notes for v0.12.28 by @github-actions[bot] in #3799
• Release rapid v0.12.28 by @github-actions[bot] in #3801

Full Changelog: v0.12.28...console-rapid-chart-v0.4.30

console-chart-v0.4.27

deploys the plural console and additional dependencies, for use in bring-your-own-kube setups

What's Changed

Other Changes

• Release v0.12.28 by @github-actions[bot] in #3800

Full Changelog: console-rapid-chart-v0.4.30...console-chart-v0.4.27

datastore-chart-v0.0.71

deploys the datastore operator for plural cd

What's Changed

Other Changes

• Release v0.12.27 by @github-actions[bot] in #3779

Full Changelog: console-rapid-chart-v0.4.29...datastore-chart-v0.0.71

console-chart-v0.4.26

deploys the plural console and additional dependencies, for use in bring-your-own-kube setups

What's Changed

Other Changes

• Release v0.12.27 by @github-actions[bot] in #3779

Full Changelog: console-rapid-chart-v0.4.29...console-chart-v0.4.26

v0.12.27

New Features 🎉

• Implement token reporting in console (#3743) by @michaeljguarino

  Token reporting has been implemented in the Plural Console, enhancing the AI capabilities by allowing users to track and manage tokens effectively. This feature improves the user experience by providing insights into token usage, which is crucial for optimizing resource allocation and ensuring efficient operation of AI-driven workflows. Users can now better understand their token consumption patterns, leading to more informed decision-making and improved performance in their Kubernetes environments.

• Compatibility Matrix Update 2026-06-22 (#3748) by @app/github-actions

  The compatibility matrix for the EKS add-on has been updated to include new versions of the metrics-server, specifically v0.8.1-eksbuild.11 and v0.7.2-eksbuild.18, which now support Kubernetes versions 1.31 through 1.36. This enhancement ensures users can utilize the latest metrics-server versions with a broader range of Kubernetes versions, improving compatibility and operational flexibility.

• Compatibility Matrix Update 2026-06-22 (#3749) by @app/github-actions

  The compatibility matrix has been updated to reflect new versions for the kube-prometheus-stack (now at 86.3.2) and Argo CD (now at 3.4.4). Notably, the Argo CD update introduces changes to the ApplicationSet Cluster Generator's Kubernetes version labeling, requiring users to adjust their selectors to the new vMajor.Minor.Patch format. Additionally, the kube-prometheus-stack update includes non-major dependency updates, although no breaking changes or new user-facing features were introduced.

• fix: Optimize tarball construction (#3753) by @michaeljguarino

  The tarball construction process has been optimized to enhance performance and efficiency. This update streamlines the formatting and organization of Go code, ensuring that developers can maintain cleaner codebases with improved CI integration. Additionally, the introduction of a new Bedrock logo icon enhances the design system, providing a more cohesive visual identity across the application.

• Compatibility Matrix Update 2026-06-23 (#3754) by @app/github-actions

  The compatibility matrix for the EKS add-ons has been updated to include new versions and their supported Kubernetes versions. Specifically, the amazon-sagemaker-hyperpod-training-operator now supports versions v1.2.2-eksbuild.1 and v1.2.1-eksbuild.1 across Kubernetes versions 1.28 to 1.35, while the aws-mountpoint-s3-csi-driver has added support for version v2.7.0-eksbuild.1 for Kubernetes versions 1.30 to 1.36. This update ensures users can leverage the latest features and improvements of these add-ons with the appropriate Kubernetes versions, enhancing compatibility and performance.

• Compatibility Matrix Update 2026-06-23 (#3755) by @app/github-actions

  The compatibility matrix has been updated to include new versions for both the kube-prometheus-stack (87.0.1) and Argo CD (9.7.0). These updates primarily involve chart-only releases that enhance dependency management without introducing breaking changes, ensuring users can maintain a stable and low-risk upgrade path for their Kubernetes deployments.

• feat(ui): add import git to workbench setup (#3756) by @floreks

  The workbench setup now includes a feature to import Git repositories, enhancing user experience by allowing seamless integration of existing codebases. Users can easily connect their repositories through a dedicated import modal, which supports advanced configurations and simplifies the process of linking Git repositories to their workbench. This addition streamlines workflows and improves efficiency for developers managing multiple projects.

• feat: integrate model selection and management in workbench (#3757) by @floreks

  The latest update introduces a model selection and management feature within the workbench, allowing users to easily choose and manage AI models for their tasks. This enhancement streamlines the workflow by providing a dedicated model selector, improving user experience and flexibility when working with AI functionalities. This change is significant as it empowers users to tailor their AI interactions more effectively, enhancing productivity and customization in their projects.

• Compatibility Matrix Update 2026-06-24 (#3758) by @app/github-actions

  The compatibility matrix for the AWS EFS CSI Driver has been updated to include version v3.3.0-eksbuild.1, which is now compatible with Kubernetes versions 1.30 through 1.36. This enhancement ensures users can leverage the latest driver features while maintaining compatibility with a broader range of Kubernetes versions, improving flexibility and support for diverse deployment environments.

• Compatibility Matrix Update 2026-06-24 (#3759) by @app/github-actions

  The compatibility matrix has been updated to include version 87.1.0 for the kube-prometheus-stack, which introduces an "agent skill" designed to automate and streamline Prometheus Operator version bumps. Additionally, the chart version for Argo Workflows has been updated to 1.0.17, ensuring users benefit from the latest improvements and dependency updates without encountering breaking changes. This update enhances the overall stability and usability of these tools within Kubernetes environments.

• feat(StackOutput): add copy outputs button (#3761) by @floreks

  A new "Copy All" button has been added to the Stack Output component, allowing users to easily copy the JSON representation of all stack outputs with a single click. This feature enhances user experience by streamlining the process of managing and utilizing stack outputs, making it more efficient to share or store configuration data.

• Compatibility Matrix Update 2026-06-25 (#3762) by @app/github-actions

  The compatibility matrix for the Datadog Operator has been updated to include version v0.1.28-eksbuild.1, which is now compatible with Kubernetes versions 1.27 through 1.35. This enhancement ensures users can leverage the latest features and improvements of the Datadog Operator while maintaining compatibility with their existing Kubernetes environments.

• Compatibility Matrix Update 2026-06-25 (#3763) by @app/github-actions

  The compatibility matrix has been updated to include new versions and dependencies for several components, such as BigBang (version 3.27.0) and kube-prometheus-stack (version 87.2.1). This update enhances compatibility with Kubernetes versions 1.35 and below, ensuring users can leverage the latest features and security improvements across various applications, including Argo CD, Backstage, and Istio. Additionally, the changes may require users to validate their upgrade sequences, particularly with the significant updates in the Istio stack.

• Compatibility Matrix Update 2026-06-26 (#3765) by @app/github-actions

  The compatibility matrix for the EKS add-ons has been updated to include new versions and their corresponding Kubernetes compatibility. Notably, several add-ons now support Kubernetes versions 1.30 through 1.35, ensuring users can leverage the latest features and improvements while maintaining compatibility with their existing clusters. This update enhances the flexibility and reliability of deploying these add-ons in diverse Kubernetes environments.

• Compatibility Matrix Update 2026-06-26 (#3766) by @app/github-actions

  The compatibility matrix has been updated to include support for the GPU Operator version 26.3.3, which is compatible with Kubernetes versions 1.34 to 1.36. Additionally, the Wiz Sensor compatibility entry now provides detailed release notes, highlighting that the release only includes metadata without changelog entries for chart templates or behavior changes. This update ensures users have access to the latest version compatibility information and clarifies the release details for better decision-making in their deployments.

• feat(ui): add usage metrics to workbenches (#3767) by @floreks

  Usage metrics have been added to the workbenches feature, allowing users to track their token usage and associated costs over selected time periods. This enhancement provides valuable insights into resource consumption, enabling better management of workloads and cost estimation, ultimately improving the efficiency of Kubernetes operations.

• Agent Run downloads apis (#3768) by @michaeljguarino

  The latest update introduces a new feature that allows users to download file uploads associated with an agent run directly from the Plural Console. This enhancement enables users to retrieve various types of uploads, such as patches and session recordings, through a secure signed URL, streamlining the process of accessing important files related to their Kubernetes operations. This functionality not only improves user experience but also enhances the overall efficiency of managing agent runs.

• feat: add codebase-memory mcp server (#3769) by @michaeljguarino

  The addition of the codeba...

controller-chart-v0.0.195

deploys the deployment operator for plural cd

What's Changed

Other Changes

• Add release notes for v0.12.27 by @github-actions[bot] in #3777
• Release rapid v0.12.27 by @github-actions[bot] in #3778

Full Changelog: v0.12.27...controller-chart-v0.0.195

console-rapid-chart-v0.4.29

rapid channel chart for the plural console (used for testing)

What's Changed

Other Changes

• Add release notes for v0.12.27 by @github-actions[bot] in #3777
• Release rapid v0.12.27 by @github-actions[bot] in #3778

Full Changelog: v0.12.27...console-rapid-chart-v0.4.29