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Roadmap

  1. Enhanced experiments
    • A/B/n, and Pareto testing patterns with single and multiple reward metrics
    • Blue/green deployment pattern
    • Experiments with support and confidence
  2. Metrics
    • Support for more metric providers like MySQL, PostgreSQL, CouchDB, MongoDB, Google Analytics and Fortio.
  3. Enhanced MLOps experiments
    • Customized experiments/metrics for serving frameworks like TorchServe and TFServing
  4. GitOps
    • Integration with ArgoCD, Flux and other GitOps operators
  5. Notifications
    • Integration with Slack, GitHub, and other RESTful services
  6. Enhancing Kubernetes and OpenShift integration
    • Support for OpenShift Serverless
    • Enhanced Knative metrics in tutorials using OpenTelemetry collector
    • Support for Ambassador and Kong networking layers in KNative
    • Support for experimenting with configuration and routes in Knative
  7. Git triggered workflows and CI/CD
    • Integration with GitHub Actions and other pipeline providers
  8. Improved installation
    • Iter8 Helm chart, Iter8 Operator