---
title: "Discussion on \"From Jira to EC2 to AI: Building a Read-Only Sprint Health Workflow with Claude Code and MCP\" | Hashnode"
description: "Discussion on \"From Jira to EC2 to AI: Building a Read-Only Sprint Health Workflow with Claude Code and MCP\". How I connected Agile planning, Git, EC2 deployment, Scrum inspection, and Agentic AI into one practical DevOps workflow\nWhen people talk about learning DevOps, the conversation often focuses on tools"
url: "https://hashnode.com/posts/from-jira-to-ec2-project/6a765152fd7ac8b11ce7b0fd"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [From Jira to EC2 to AI: Building a Read-Only Sprint Health Workflow with Claude Code and MCP](https://kingzcloud.hashnode.dev/from-jira-to-ec2-project?utm_source=hashnode&utm_medium=feed)

How I connected Agile planning, Git, EC2 deployment, Scrum inspection, and Agentic AI into one practical DevOps workflow When people talk about learning DevOps, the conversation often focuses on tools

Aug 7 · 14 min read · kingzcloud.hashnode.dev  
Read the article

-   [#aws](https://hashnode.com/tag/aws)
-   [#github](https://hashnode.com/tag/github)
-   [#azure](https://hashnode.com/tag/azure)
-   [#terraform](https://hashnode.com/tag/terraform)
-   [#devops](https://hashnode.com/tag/devops)
-   [#automation](https://hashnode.com/tag/automation)
-   [#bash-script](https://hashnode.com/tag/bash-script)

## Written by

[Kingsley Erhatiemwonmon](https://hashnode.com/@kingz-devops)

@kingz-devops · Edo, Nigeria

  
[View profile](https://hashnode.com/@kingz-devops)

Cloud & DevOps Engineer | AWS | Azure | Terraform | Linux | Automation | CI/CD

Hi, I'm Kingsley, a Cloud & DevOps Engineer focused on building practical skills in AWS, Azure, infrastructure automation, and modern DevOps practices. I work on hands-on projects involving AWS, Azure, Linux, Git, Docker, Terraform, Bash, and CI/CD, using these technologies to build, automate, deploy, monitor, and troubleshoot cloud infrastructure. This blog documents my technical projects, engineering challenges, solutions, and lessons learned. I share practical implementations and real-world problem-solving experiences across Cloud and DevOps, with the goal of continuously improving and contributing to reliable, automated infrastructure.

## Responses

Markdown supported · ⌘↵ to post

No responses yet.