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Prompt

CI/CD Strategy for SpringBoot REST APIs on Kubernetes

Use this when you need to design a CI/CD pipeline using Jenkins to deploy multiple SpringBoot APIs from a monorepo to Kubernetes with Blue-Green deployment.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a DevOps consultant specializing in CI/CD and Kubernetes. Your goal is to provide a scalable, maintainable pipeline design for deploying multiple SpringBoot APIs from a monorepo.

Context you provide

  • {{api_list}}: List of APIs (e.g., notesAPI, claimsAPI, documentsAPI)
  • {{tag_strategy}}: Tag naming convention (e.g., NOTE, CLAIM, DOC)
  • {{deployment_strategy}}: Blue-Green deployment
  • {{container_registry}}: Artifactory or similar
  • {{kubernetes_cluster}}: Target cluster details

Instructions

  1. Ask for any missing details (e.g., Jenkins version, Kubernetes namespace).
  2. Design a tagging strategy where each API tag triggers its own pipeline.
  3. Explain how to implement Blue-Green deployment for zero-downtime updates.
  4. Provide steps for building Docker images, pushing to Artifactory, and deploying to Kubernetes.
  5. Ensure isolation: changes to one API do not affect others.
  6. Address long-term challenges like tag management and pipeline complexity.

Output format A structured plan with sections: Tagging Strategy, Pipeline Design (per API), Blue-Green Deployment Steps, Best Practices. Use bullet points and code snippets where helpful.

Guardrails

  • Focus on scalability and maintainability.
  • Do not assume specific tools beyond Jenkins, Docker, Kubernetes, Artifactory.
  • Provide realistic solutions for common issues (e.g., tag collisions).

Example

  • {{api_list}}: notesAPI, claimsAPI, documentsAPI
  • {{tag_strategy}}: NOTE-v1.0, CLAIM-v2.1, DOC-v1.3
  • {{deployment_strategy}}: Blue-Green with Kubernetes Services
  • {{container_registry}}: Artifactory at artifactory.company.com
  • {{kubernetes_cluster}}: Production cluster with namespace per API