Progressive Delivery you own this product

Basic understanding of Kubernetes manifests and Kustomize • and knowledge about running web applications
skills learned
Advanced progressive delivery with Flagger
Muneeb Shaikh
1 week · 4-6 hours per week · INTERMEDIATE

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Look inside

With production traffic increasing and services rapidly scaling, the Dynomica music service must balance frequent releases with production stability. In this liveProject, you’ll help Dynomica implement progressive delivery on Kubernetes to push code while safeguarding production. Enable controlled, gradual rollouts to catch issues before they impact users, unlock frequent deployments to production without crashes, and you’ll soon have a progressive delivery pipeline that can deliver reliable, rapid releases that keep Dynomica competitive.

This project is designed for learning purposes and is not a complete, production-ready application or solution.

project author

Muneeb Shaikh
Muneeb Shaikh is a Co-Founder at ReLambda, specializing in Cloud Native Solutions for large-scale systems. With over a decade of experience in DevOps and Site Reliability Engineering, he engineers innovative solutions for startups and enterprises. Muneeb built the founding infrastructure at Ola and BrowserStack, both unicorn startups. He has expertise working with all major cloud providers and on-premises infrastructure, handling containerized workloads, building observability systems, and creating self-service, automated, secure CI/CD pipelines. He is experienced in modernizing legacy workloads, migrating from on-prem to the cloud, and building internal, self-serviced developer platforms focusing on simplicity and reliability. He is an Emacs aficionado and also contributes to Spacemacs.


Ideal for users seeking to implement progressive delivery with a GitOps approach in their Kubernetes clusters, this liveProject assumes a basic understanding of traditional CI/CD, Docker, core Kubernetes concepts, Git, Kustomize, and Flux.

  • Basic Docker
  • Basic Kubernetes
  • Basic Git
  • Basic Kustomize
  • Basic Flux

  • Basic knowledge of running traditional CI/CD pipelines


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