Roadmap¶

1. Design simplifications (v0.8)
   • CRD and controller-less experimentation using Kubernetes configmaps and jobs
   • Iter8Hub: Helm repo with reusable namespace-scoped experiment charts
   • Multi-tenancy
2. GitOps
   • Integration with ArgoCD, Flux, JenkinsX and other GitOps operators
3. Enhanced experiments
   • Support for progressive rollout of statefulsets
   • Support for distributed Helm applications
   • Enhanced examples for mirroring/shadow deployments
   • Enhanced examples for experiments with fixed traffic splits
   • Enhanced examples for experiments with progressive traffic shifting
4. Metrics
   • Enhanced examples with built-in metrics, including for apps using gRPC
   • Support for more metric providers like MySQL, PostgreSQL, CouchDB, MongoDB, and Google Analytics.
5. CNCF Sandbox project
6. Enhanced MLOps experiments
   • Customized experiments/metrics for serving frameworks like TorchServe and TFServing
7. Analytics improvements
   • Pareto testing strategies with single and multiple reward metrics
   • Early termination of experiments
   • Extension points for traffic shifting and version assessment algorithms
   • Experiments with support and confidence estimation