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What's New for the Run:ai SaaS Platform

The what's new provides transparency into the latest changes and improvements to Run:ai’s SaaS platform. The updates include new features, optimizations, and fixes aimed at improving performance and user experience.

Latest GA release notes (https://docs.run.ai/latest/home/whats-new-2-20/)

Gradual Rollout

SaaS features and bug fixes are gradually rolled out to customers to ensure a smooth transition and minimize any potential disruption. SaaS releases follow a scheduled rollout cadence, typically every two weeks, allowing us to introduce new functionalities in a controlled and predictable manner.

In contrast, bug fixes are deployed as needed to address urgent issues and are released immediately to ensure the stability and security of the service.

February 2025 releases

February 16, 2025

Product enhancements

  • NIM and model store: UX improvements

  • New functionalities added for CLI v2:

    • Allow users to list all available Persistent Volume Claims (PVCs) when submitting workloads. This enhancement simplifies the selection process for appropriate PVCs, making workload submission more efficient.

    • Enable users to display the config file in multiple formats. The available options are:

      • --json: Output structure in JSON format
      • --yaml: Output structure in YAML format

Resolved Bugs

ID Description
RUN-25249 Fixed an issue where submitting a workload using a yaml file with a port but without service type would use ClusterIP as the default service type. If no host port is provided, the target port will be used as the host.
RUN-25269 Fixed an issue where the Pods modal was not paginated, limiting the display to only 50 records.
RUN-25466 Fixed an issue where an environment variable with the value SECRET was not valid as only SECRET:xxx was accepted.
RUN-23048 Improved error handling to display meaningful messages from the CLI upgrade command.
RUN-25552 Fixed an issue where clicking on "View Access Rules" in the Users table displayed only the first group if a user belonged to multiple groups.
RUN-25558 Fixed a memory issue when handling external workloads (deployments, ray etc.) which when scaled caused ETCD memory to increase.
RUN-25659 CLI v2: Fixed an issue where min and max replicas were submitted using TensorFlow.

February 9, 2025

Resolved Bugs

ID Description
RUN-25511 Fixed an issue where deleting a workload in the CLI v2 caused an error due to a missing response body. The CLI now correctly receives and handles the expected response body.

February 3, 2025

Product enhancements

  • Workload Events API, /api/v1/workloads/{workloadId}/events, now supports the sort order parameter (asc, desc).
  • MIG profile and MIG options are now marked as deprecated in CLI v2, following the deprecation notice in the last version.
  • As part of inference support in CLI v2, Knative readiness is now validated on submit requests.
  • Improved permission error messaging when attempting to delete a user with higher privileges.
  • Improved visibility of metrics in the Resources utilization widget by repositioning them above the graphs.
  • Added a new Idle workloads table widget to help users easily identify and manage underutilized resources.
  • Renamed and updated the "Workloads by type" widget to provide clearer insights into cluster usage with a focus on workloads.
  • Improved user experience by moving the date picker to a dedicated section within the overtime widgets, Resources allocation and Resources utilization.
  • Simplified configuration by enabling auto-creation of storage class for discovered storage classes.
  • Enhanced PVC underlying storage configuration by specifying allowed context for the selected storage (Workload Volume, PVC, both, or neither).
  • Added configurable grace period for workload preemption in CLI v2.

Resolved Bugs

ID Description
RUN-24838 Fixed an issue where an environment asset could not be created if it included an environment variable with no value specified.
RUN-25031 Fixed an issue in the Templates form where existing credentials in the environment variables section were not displayed.
RUN-25303 Fixed an issue where submitting with the --attach flag was supported only in a workspace workload.
RUN-24354 Fixed an issue where migrating workloads failed due to slow network connection.
RUN-25220 CLI v2: Changed --image flag from a required field to an optional one.
RUN-25290 Fixed a security vulnerability in golang.org/x/net v0.33.0 with CVE-2024-45338 with severity HIGH.
RUN-24688 Fixed an issue that blocked the Create Template submission due to a server error. This occurred when using the Copy & Edit Template form.