Roadmap
- 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
- Improved installation
- Multi-stack installation, Iter8 Helm chart, Iter8 Operator
- GitOps
- Integration with ArgoCD, Flux and other GitOps operators
- MLOps
- Customized experiments/metrics for serving frameworks like TorchServe and TFServing
- Enhanced experimentation
- A/B, A/B/n, and Pareto testing patterns
- Blue/green deployment pattern
- Confidence scores
- Confidence/credible intervals for metrics
- Metrics
- Support for NewRelic, DataDog, Elastic, and other RESTful metric databases
- Git triggered workflows and CI/CD
- Integration with GitHub Actions and other pipeline providers
- Notifications
- Integration with Slack, GitHub, and other RESTful services
- Helm tests