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Kubernetes Release Optimizer
Iter8 makes it easy to ensure that Kubernetes apps and ML models perform well and maximize business value.
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Use-cases
Progressive release with automated traffic management
A/B/n testing with client SDK and business metrics
Performance testing for HTTP and gRPC endpoints
Use with any Kubernetes resource types including CRDs
Open Source
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for DevOps, MLOps, SRE, and data science teams
Iter8
iter8-tools/iter8
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Getting Started
Getting Started
Your first progressive release
Your first A/B test
Your first performance test
Installation
Concepts
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Tutorials
Tutorials
Progressive release
Progressive release
Blue-green
Canary
Mirrored
A/B testing with Iter8 SDK
Performace testing
Performace testing
Single HTTP endpoint
Multiple HTTP endpoints
Single gRPC method
Multiple gRPC methods
Integrations
Integrations
Kubernetes Gateway API
Kubernetes Gateway API
Progressive release
Progressive release
Blue-green
Canary
Kserve
Kserve
Progressive release
Progressive release
Blue-green
Canary
A/B testing
A/B testing
Inference request by HTTP
Inference request by gRPC
Performance testing
Performance testing
Inference request by HTTP
Inference request by gRPC
Kserve (modelmesh)
Kserve (modelmesh)
Progressive release
Progressive release
Blue-green
Canary
A/B testing
Performance testing
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User guide
User guide
Topics
Topics
Installation
Uninstall
Progressive release
Progressive release
About
Using new resource types
A/B/n testing
A/B/n testing
About
Using the SDK
Using new resource types
Performance testing
Performance testing
Parameters
Tasks
Tasks
http
grpc
ready
github
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Using new resource types
Routemaps
Metrics store options
Contributing
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