AI DevOps Agent

This project is an AI-powered DevOps agent that automates software upgrades, reads Jira tickets, manages Git branches and PRs, and generates Terraform code for infrastructure provisioning.

Features

• Automate SonarQube/software upgrades
• Read and analyze Jira tickets
• Manage Git branches, commits, and pull requests
• Generate Terraform code for infrastructure
• End-to-end workflow automation

Project Structure

• src/ — Agent source code
• infra/ — Infrastructure as code (Terraform)
• config/ — Configuration files
• tests/ — Test data and validation scripts
• docs/ — Documentation

Getting Started

1. Install Python 3.10+
2. Install dependencies: pip install -r requirements.txt
3. Run the agent: python src/main.py

Workflow

See docs/workflow.md for details.

---

This is a starter template. Expand features as needed.

User / Jira Ticket ↓ AI DevOps Agent ↓ Task Planner ↓ Code Generator ↓ Infrastructure Generator ↓ GitHub Integration ↓ Pull Request Creation ↓ CI/CD Pipeline ↓ Deployment

AI DevOps Automation Agent (High-Level Concept) Agent Name

AutoDevOps AI Agent (or you could call it VIPER AI Engineer)

Core Capabilities of the Agent

The agent can automate four major tasks.

1. Software Upgrade Automation

Example:

Upgrade SonarQube 9.5 → 10.2 Upgrade Datadog Agent Upgrade Kubernetes Version Upgrade Terraform Modules How it Works

User prompt:

Upgrade SonarQube to latest version

Agent actions:

Detect current version

Check compatibility

Generate upgrade plan

Update configuration files

Create upgrade branch

Run tests

Raise PR

Result

Branch created sonarqube-upgrade-v10 PR created automatically 2. Jira Issue Automation

The agent can read Jira tickets and implement tasks automatically.

Example Jira Ticket:

Upgrade SonarQube to v10 Update Helm charts Add monitoring Agent Workflow

Read Jira ticket

Understand requirement using AI

Identify affected repositories

Generate required changes

Create branch

Implement changes

Create Pull Request

Example output

Branch created: sonar-upgrade Files updated: helm-chart.yaml terraform.tf deployment.yaml 3. Infrastructure Automation

The agent can automatically create infrastructure code.

Example prompt:

Create infrastructure for SonarQube in AWS

Agent generates:

Terraform code VPC EKS RDS Load Balancer IAM roles

Example Terraform generated:

resource "aws_instance" "sonarqube" { instance_type = "t3.large" }

Agent commits this code to repo.

4. Code Generation + Pull Request

Agent automatically creates GitHub branches.

Workflow:

main branch ↓ AI creates new branch ↓ Generates code ↓ Pushes code ↓ Creates PR

Example PR

Title: Upgrade SonarQube to v10

Changes: Updated helm chart Updated terraform module Updated config files

After review and approval:

PR merged Deployment triggered Complete Agent Workflow User Prompt / Jira Ticket ↓ AI DevOps Agent ↓ Analyze Requirement ↓ Locate Repositories ↓ Generate Changes ↓ Create Branch ↓ Add Code / Terraform / Config ↓ Commit Code ↓ Create Pull Request ↓ Developer Review ↓ Merge ↓ Automatic Deployment Tools the Agent Will Integrate Development Tools GitHub GitLab Bitbucket DevOps Tools Terraform Helm Kubernetes ArgoCD Monitoring Tools SonarQube Datadog Snyk Ticketing System Jira Cloud AWS Azure GCP Example Real Scenario Jira Ticket Upgrade SonarQube from v9 to v10 Agent Execution 1 Analyze Jira ticket 2 Identify sonar infrastructure 3 Generate upgrade steps 4 Update Terraform 5 Update Helm chart 6 Update pipeline 7 Create branch 8 Push code 9 Create PR

Developer only reviews the PR.

High Level Architecture User / Jira Ticket ↓ AI DevOps Agent ↓ Task Planner ↓ Code Generator ↓ Infrastructure Generator ↓ GitHub Integration ↓ Pull Request Creation ↓ CI/CD Pipeline ↓ Deployment Technologies to Build This AI OpenAI / Claude LangGraph CrewAI Backend Python FastAPI Spring Boot Integrations GitHub API Jira API SonarQube API Terraform CLI AWS SDK What Makes This Idea Powerful

This agent would automate:

Tool upgrades Infrastructure creation Code generation Pull request automation Jira ticket implementation

Instead of engineers doing repetitive DevOps tasks, the AI agent does them automatically.

One Important Advice

Do NOT build everything at once.

Start with this first version:

Version 1 Agent

Capabilities:

Read Jira tickets Generate code changes Create GitHub branch Raise Pull Request Version 2

Add:

SonarQube upgrade automation Terraform generation Version 3

Add:

Full infrastructure provisioning Automatic deployments