β± Duration: 5 Hours
π Learning Objectives
- Complete all project documentation
- Prepare demonstration materials
- Practice and deliver project presentation
- Showcase the complete DevOps pipeline
- Review course learnings and next steps
π Documentation (1.5 Hours)
Complete README.md
# DevOps Capstone Project
[](https://github.com/YOUR_USERNAME/capstone-project/actions)
## Overview
End-to-end DevOps pipeline demonstrating modern infrastructure and deployment practices.
### Features
- π Python Flask REST API
- π³ Docker containerization with multi-stage builds
- βοΈ AWS EC2 infrastructure
- ποΈ Terraform Infrastructure as Code
- π GitHub Actions CI/CD pipeline
- π Health monitoring and logging
## Architecture
```
βββββββββββββββ βββββββββββββββ βββββββββββββββ
β GitHub ββββββΆβ GitHub ββββββΆβ Docker β
β Repository β β Actions β β Hub β
βββββββββββββββ βββββββββββββββ ββββββββ¬βββββββ
β
ββββββββββββββββββββββββββββ
βΌ
βββββββββββββββ
β AWS EC2 β
β (Docker) β
βββββββββββββββ
```
## Quick Start
### Prerequisites
- Python 3.11+
- Docker & Docker Compose
- Terraform 1.0+
- AWS CLI configured
- GitHub account
### Local Development
```bash
# Clone repository
git clone https://github.com/YOUR_USERNAME/capstone-project.git
cd capstone-project
# Run with Docker Compose
cd docker && docker-compose up -d
# Test endpoints
curl http://localhost:8000/health
```
### Deploy Infrastructure
```bash
cd terraform
terraform init
terraform plan
terraform apply
```
## API Endpoints
| Endpoint | Method | Description |
|----------|--------|-------------|
| `/` | GET | Welcome message |
| `/health` | GET | Health check |
| `/api/info` | GET | Application info |
| `/api/status` | GET | Service status |
## Project Structure
```
capstone-project/
βββ app/ # Python application
βββ docker/ # Docker configuration
βββ terraform/ # Infrastructure as Code
βββ .github/workflows/ # CI/CD pipeline
βββ tests/ # Unit tests
βββ docs/ # Documentation
```
## Technologies Used
| Category | Technology |
|----------|------------|
| Language | Python 3.11 |
| Framework | Flask |
| Container | Docker |
| Cloud | AWS (EC2, VPC) |
| IaC | Terraform |
| CI/CD | GitHub Actions |
## Contributing
1. Fork the repository
2. Create feature branch (`git checkout -b feature/amazing`)
3. Commit changes (`git commit -m 'Add amazing feature'`)
4. Push to branch (`git push origin feature/amazing`)
5. Open Pull Request
## License
MIT License - see [LICENSE](LICENSE) for details.Final Architecture Documentation
# docs/architecture.md
# System Architecture
## High-Level Overview
This project implements a complete DevOps pipeline with the following components:
### Application Layer
- **Technology**: Python 3.11 with Flask framework
- **Purpose**: REST API serving JSON responses
- **Endpoints**: Health check, info, status
- **Configuration**: Environment variables
### Container Layer
- **Runtime**: Docker with multi-stage builds
- **Base Image**: python:3.11-slim (optimized)
- **Security**: Non-root user, health checks
- **Registry**: Docker Hub
### Infrastructure Layer
- **Provider**: Amazon Web Services (AWS)
- **Compute**: EC2 t2.micro instance
- **Network**: Custom VPC with public subnet
- **Security**: Security groups (SSH, HTTP, App port)
### CI/CD Pipeline
- **Platform**: GitHub Actions
- **Stages**: Test β Build β Push β Deploy
- **Triggers**: Push to main, Pull requests
- **Deployment**: SSH-based Docker deployment
## Data Flow
1. Developer pushes code to GitHub
2. GitHub Actions triggers CI/CD pipeline
3. Pipeline runs automated tests
4. Docker image built and pushed to registry
5. Pipeline SSHs to EC2 and deploys new container
6. Application accessible via public IP
## Security Measures
- Secrets stored in GitHub Secrets
- Non-root container user
- Security groups limit network access
- SSH key authentication
- No hardcoded credentials
## Monitoring
- Container health checks
- Application health endpoint
- Docker logs for debugging
- CloudWatch (optional)π€ Presentation Preparation (1.5 Hours)
Presentation Outline
CAPSTONE PROJECT PRESENTATION
Duration: 15-20 minutes
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β 1. INTRODUCTION (2 min) β
β β’ Project overview β
β β’ Problem statement β
β β’ Goals and objectives β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β 2. ARCHITECTURE (3 min) β
β β’ High-level diagram β
β β’ Technology choices and rationale β
β β’ Component interactions β
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β 3. LIVE DEMO (8 min) β
β β’ Show GitHub repository β
β β’ Make code change β Trigger pipeline β
β β’ Show pipeline execution β
β β’ Verify deployment on EC2 β
β β’ Test API endpoints β
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β 4. CHALLENGES & SOLUTIONS (3 min) β
β β’ Technical challenges faced β
β β’ How they were resolved β
β β’ Lessons learned β
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β 5. FUTURE IMPROVEMENTS (2 min) β
β β’ What could be added β
β β’ Scaling considerations β
β β’ Additional features β
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β 6. Q&A (2 min) β
β β’ Answer questions β
β β’ Discuss alternatives β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββDemo Script
LIVE DEMONSTRATION SCRIPT
STEP 1: Show Repository Structure
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"Here's our GitHub repository with all the code organized
into logical directories: app, docker, terraform, and workflows."
# Terminal commands:
cd capstone-project
tree -L 2
STEP 2: Show Current Deployment
βββββββββββββββββββββββββββββββ
"The application is currently running on AWS EC2.
Let's verify it's working:"
# Terminal commands:
curl http://EC2_IP:8000/health | jq .
curl http://EC2_IP:8000/api/info | jq .
STEP 3: Make a Code Change
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"Now I'll make a small change to trigger our CI/CD pipeline:"
# Terminal commands:
echo "# Demo change $(date)" >> README.md
git add README.md
git commit -m "Demo: trigger CI/CD pipeline"
git push origin main
STEP 4: Monitor Pipeline
ββββββββββββββββββββββββ
"Watch the GitHub Actions pipeline run through all stages:"
# Show GitHub Actions page
# Point out: Test β Build β Deploy stages
# ~3-5 minutes to complete
STEP 5: Verify New Deployment
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"Pipeline complete! Let's verify the new deployment:"
# Terminal commands:
curl http://EC2_IP:8000/health | jq .
docker logs capstone-app --tail 5 # (if SSH'd into EC2)
STEP 6: Show Infrastructure Code
ββββββββββββββββββββββββββββββββ
"All infrastructure is managed as code with Terraform:"
# Show terraform files
cat terraform/main.tf
terraform outputBackup Demo (If Live Demo Fails)
BACKUP DEMONSTRATION PLAN
If live demo encounters issues, use pre-recorded videos or screenshots:
1. Pre-recorded pipeline execution (screen recording)
2. Screenshots of:
- GitHub repository structure
- GitHub Actions successful run
- API responses in Postman/browser
- EC2 instance in AWS Console
- Terraform state output
3. Local Docker demo:
docker-compose up -d
curl http://localhost:8000/health
docker logs capstone-app
4. Code walkthrough:
- Explain Dockerfile stages
- Walk through GitHub Actions YAML
- Show Terraform resource definitions㪠Hands-on Lab (1.5 Hours)
Lab 1: Finalize Documentation
# Update all documentation
cd capstone-project
# Add CI/CD badge to README
# Get badge URL from GitHub Actions page
# Create CONTRIBUTING.md
cat > CONTRIBUTING.md << 'EOF'
# Contributing Guide
## Getting Started
1. Fork the repository
2. Clone your fork
3. Create a feature branch
## Development
1. Make changes
2. Run tests: `pytest tests/ -v`
3. Build Docker: `docker build -t capstone-app -f docker/Dockerfile .`
## Pull Request
1. Push changes to your fork
2. Open PR against main branch
3. Ensure CI passes
4. Request review
EOF
# Create LICENSE
cat > LICENSE << 'EOF'
MIT License
Copyright (c) 2024 Your Name
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software...
EOF
# Commit documentation
git add .
git commit -m "Final documentation updates"
git push origin mainLab 2: Practice Demo
# Demo practice checklist:
β‘ Test all curl commands work
β‘ Verify GitHub Actions is ready
β‘ Check EC2 instance is running
β‘ Prepare terminal windows
β‘ Clear terminal history
β‘ Test screen sharing
β‘ Have backup slides ready
# Quick verification before demo:
APP_IP=$(cd terraform && terraform output -raw instance_public_ip)
echo "Pre-demo verification:"
echo "1. App health: $(curl -s http://$APP_IP:8000/health | jq -r '.status')"
echo "2. GitHub Actions: Check recent runs"
echo "3. Docker Hub: Verify latest image"
# Prepare demo command history:
history -c
curl http://$APP_IP:8000/health | jq .
curl http://$APP_IP:8000/api/info | jq .Lab 3: Create Presentation Slides
# Simple HTML presentation (or use Google Slides/PowerPoint)
Slide 1: Title
βββββββββββββ
DevOps Capstone Project
End-to-End CI/CD Pipeline
[Your Name]
[Date]
Slide 2: Overview
βββββββββββββββββ
β’ Python REST API Application
β’ Docker Containerization
β’ AWS EC2 Infrastructure
β’ Terraform IaC
β’ GitHub Actions CI/CD
Slide 3: Architecture Diagram
βββββββββββββββββββββββββββββ
[Include visual diagram]
Slide 4: Technology Stack
βββββββββββββββββββββββββ
| Layer | Technology |
|-------|------------|
| App | Python/Flask |
| Container | Docker |
| Cloud | AWS EC2 |
| IaC | Terraform |
| CI/CD | GitHub Actions |
Slide 5: Demo Time!
βββββββββββββββββββ
[Live demonstration]
Slide 6: Challenges & Solutions
βββββββββββββββββββββββββββββββ
β’ Challenge 1: ...
β’ Solution: ...
Slide 7: Future Improvements
ββββββββββββββββββββββββββββ
β’ Add database layer
β’ Implement auto-scaling
β’ Add monitoring dashboard
β’ Blue-green deployments
Slide 8: Thank You / Q&A
ββββββββββββββββββββββββ
Questions?
GitHub: github.com/username/capstone-projectπ Course Completion Summary
DEVOPS INTERNSHIP CURRICULUM - COMPLETION SUMMARY
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Congratulations! You have completed the 8-week DevOps curriculum.
SKILLS ACQUIRED:
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β Week 1: Linux Fundamentals β
β β
Command line proficiency β
β β
File system navigation β
β β
User and permission management β
β β
Shell scripting basics β
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β Week 2: Git & Version Control β
β β
Git commands and workflows β
β β
Branching and merging strategies β
β β
Pull requests and code reviews β
β β
GitHub collaboration β
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β Week 3: Python Programming β
β β
Python fundamentals β
β β
Data structures and functions β
β β
File handling and APIs β
β β
Automation scripts β
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β Week 4: Docker & Containers β
β β
Container concepts β
β β
Dockerfile creation β
β β
Docker Compose β
β β
Container orchestration basics β
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β Week 5: AWS Cloud β
β β
EC2 instance management β
β β
VPC and networking β
β β
Security groups and IAM β
β β
S3 storage β
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β Week 6: CI/CD & DevOps Culture β
β β
DevOps principles β
β β
CI/CD concepts β
β β
GitHub Actions β
β β
Pipeline automation β
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β Week 7: Infrastructure as Code β
β β
Terraform fundamentals β
β β
Resource provisioning β
β β
State management β
β β
AI cloud services β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β Week 8: Capstone Project β
β β
End-to-end project implementation β
β β
Integration of all skills β
β β
Documentation and presentation β
β β
Production deployment β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
NEXT STEPS FOR CONTINUED LEARNING:
βββββββββββββββββββββββββββββββββββ
1. Kubernetes & Container Orchestration
2. Advanced AWS Services (EKS, Lambda, RDS)
3. Monitoring & Observability (Prometheus, Grafana)
4. Security & Compliance (DevSecOps)
5. Advanced IaC (Ansible, Pulumi)
6. Site Reliability Engineering (SRE)
CERTIFICATIONS TO PURSUE:
βββββββββββββββββββββββββ
β’ AWS Certified Cloud Practitioner
β’ AWS Certified Solutions Architect
β’ HashiCorp Terraform Associate
β’ Docker Certified Associate
β’ Certified Kubernetes Administrator (CKA)
RESOURCES FOR CONTINUED LEARNING:
βββββββββββββββββββββββββββββββββ
β’ AWS Documentation: docs.aws.amazon.com
β’ Terraform Docs: developer.hashicorp.com/terraform
β’ Docker Docs: docs.docker.com
β’ DevOps Roadmap: roadmap.sh/devops
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π CONGRATULATIONS ON COMPLETING THE COURSE! π
ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ Day 5 Checklist
- Completed all project documentation
- Finalized README with badges and instructions
- Created architecture documentation
- Prepared presentation slides
- Practiced live demonstration
- Delivered project showcase
- Reviewed course learnings
π Capstone Project Final Checklist
Project Requirements Verification
- β Python Application - Flask REST API with health endpoints
- β Docker - Multi-stage Dockerfile, Docker Compose
- β AWS EC2 - Instance running containerized application
- β Terraform - Infrastructure as Code for all resources
- β CI/CD Pipeline - GitHub Actions with test/build/deploy
- β Documentation - README, architecture docs, runbook