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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 are gradually rolled out to customers over the course of a week to ensure a smooth transition and minimize any potential disruption.

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.