"CloudPulse: Real-Time AWS Free Tier and GitHub Contributor Dashboard—From Idea to Cloud"

Asit MinzAsit Minz
5 min read

🚀 Introducing CloudPulse

Have you ever nervously checked your AWS Free Tier dashboard, worried about surprise bills? Or wondered who’s really contributing to your open-source projects? As an aspiring DevOps engineer and open-source enthusiast, I faced these exact pain points, so I built CloudPulse: a lightweight, real-time dashboard to monitor AWS Free Tier usage and visualize GitHub contributors, all in one elegant interface.

In this post, I’ll share the story behind CloudPulse, dive into its architecture, and walk you through building, deploying, and scaling a modern cloud-native monitoring tool using Go, Docker, Terraform, and AWS.


🌟 Why CloudPulse?

The inspiration for CloudPulse came from two persistent challenges:

  1. AWS Free Tier Anxiety: AWS Free Tier is generous, but it’s shockingly easy to exceed limits (like EC2 hours or data transfer) and rack up unexpected charges. AWS’s own dashboards are powerful but overwhelming for smaller projects.

  2. Open Source Transparency: GitHub’s insights are limited, especially for quick, at-a-glance contributor tracking. For maintainers, real-time visibility helps foster collaboration and recognize contributions.

I wanted a single dashboard that answered:

  • “Am I about to exceed my AWS Free Tier?”

  • “Who’s contributing to my projects right now?”


🏗️ Project Overview & Tech Stack

CloudPulse is a full-stack, cloud-native monitoring tool. Here’s what powers it:

LayerTechnologyPurpose
BackendGo (Golang)Fast API server, AWS/GitHub integration
FrontendHTML/CSS/JSResponsive dashboard UI
ContainerizationDockerPortable, consistent deployments
InfrastructureTerraformInfrastructure as Code on AWS
Cloud HostingAWS EC2Runs the production instance
CI/CDGitHub ActionsAutomated build, test, deploy

🖼️ CloudPulse Architecture

Key Components:

  • User Browser: Accesses the dashboard over HTTP.

  • Frontend: Simple, static, and fast—served by the backend or any static host.

  • Go Backend: Handles API requests, fetches AWS CloudWatch metrics using the AWS SDK, and pulls contributor stats from the GitHub API.

  • Docker: Backend and frontend are containerized for easy local and cloud deployment.

  • Terraform: Provisions AWS infrastructure (EC2, IAM, networking) with a single command.

  • CI/CD: GitHub Actions automates build, test, and deploy pipelines.


⚡ Features at a Glance

  • Live AWS Free Tier & Resource Monitoring: See EC2 usage, data transfer, and more updated in real time.

  • GitHub Contributor Insights: Instantly view contributors to your repositories, perfect for open-source teams.

  • One-Click Deployment: Spin up your dashboard on AWS in minutes with Terraform and Docker.

  • Secure by Default: IAM best practices, secrets via environment variables, and no hardcoded credentials.

  • Portable & Lightweight: Minimal dependencies, fast startup, easy to run locally or in the cloud.


🛠️Building CloudPulse: The Journey

1. Choosing Go for the Backend

Go’s simplicity, concurrency support, and fast compilation make it ideal for cloud-native APIs. The backend fetches AWS metrics using the AWS SDK and contributor data from the GitHub API, serving it all over REST.

2. Frontend: Keep It Simple

A modern, responsive dashboard doesn’t need a heavy framework. HTML, CSS, and a sprinkle of vanilla JS power the UI, making it fast, light, and easy to maintain.

3. Dockerizing for Consistency

Both the backend and the frontend are containerized. This ensures a “works on my machine” experience everywhere, simplifies local development, and makes cloud deployment trivial.

4. Infrastructure as Code with Terraform

Terraform provisions AWS resources from EC2 to IAM, ensuring reliable, reproducible environments. Variables and outputs make configuration flexible for any user.

5. CI/CD with GitHub Actions

Push code, run tests, and deploy all automated. GitHub Actions handles Docker builds, pushes images to Docker Hub, and triggers Terraform deployments on AWS.


🚚 Deployment: Local & Cloud in Minutes

Local Development

  • Clone the repo, set your environment variables (AWS, GitHub tokens), and run docker-compose up.

  • Access the dashboard at localhost:8080.

Production Deployment

  • Configure AWS credentials and variables.

  • Run Terraform commands to provision infrastructure.

  • Use GitHub Actions for automated deployment, or deploy manually via Docker.

Security Note: All secrets are managed through environment variables or GitHub Secrets. IAM roles follow least-privilege principles.


👨‍💻 Open Source and Community

CloudPulse is MIT-licensed and open to contributions! Whether you want to add a new metric, improve the UI, or help with docs, PRs are welcome. See the Contributing Section.


🔍 Lessons Learned

  • Simplicity Wins: Simple stacks (Go, Docker, Terraform) lower barriers for contributors and users.

  • Automate Everything: CI/CD and IaC save hours and prevent “it worked locally” headaches.

  • Security by Design: Never hardcode credentials; use IAM and secrets management from day one.

  • User Experience Matters: Fast, clear dashboards drive adoption, don’t overlook the frontend.


📈 What’s Next?

  • More AWS Metrics: Expanding to Lambda, DynamoDB, and more.

  • Custom Alerts: Email or Slack notifications before crossing Free Tier limits.

  • Multi-Cloud Support: Azure, GCP integrations.

  • Dark Mode & UI Improvements: Community suggestions welcome!


🧑‍💻 Try CloudPulse Today!

  1. ⭐️ Star us on GitHub

  2. Follow the README.md Guide

  3. Share feedback, open issues, or contribute!

Let’s make cloud monitoring simple, transparent, and open for everyone.
Stay free, stay informed. Powered by CloudPulse.


Have questions or want to collaborate? Reach out on GitHub or drop me a line at asitminz007@gmail.com!

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Written by

Asit Minz
Asit Minz