Roadmap¶

1. Integration with more Kubernetes and OpenShift stacks
   • Enhanced support for KFServing and Istio
   • Support for OpenShift Serverless
   • Support for Ambassador and Kong networking layers for KNative
   • Support for experimenting with configuration and routes for Knative
2. Improved installation
   • Multi-stack installation, Iter8 Helm chart, Iter8 Operator
3. GitOps
   • Integration with ArgoCD, Flux and other GitOps operators
4. MLOps
   • Customized experiments/metrics for serving frameworks like TorchServe and TFServing
5. Enhanced experimentation
   • A/B, A/B/n, and Pareto testing patterns
   • Blue/green deployment pattern
   • Confidence scores
   • Confidence/credible intervals for metrics
6. Metrics
   • Support for NewRelic, DataDog, Elastic, and other RESTful metric databases
7. Git triggered workflows and CI/CD
   • Integration with GitHub Actions and other pipeline providers
8. Notifications
   • Integration with Slack, GitHub, and other RESTful services
9. Helm tests