Blogging Platform API
Users, posts, comments and pagination.
Overview
Build a blogging platform API with user accounts, posts, comments and paginated listing. Learn relational modeling and pagination.
The problem
Provide an API for a blog with users, posts, comments and pagination.
Why it matters
Blog engines are a classic introduction to modeling related data and pagination.
What you'll build
- User, post and comment APIs
- Pagination
- Nested routing
What you'll learn
- Relational modeling
- Pagination
- REST for related resources
Business problem
A publication needs an API that supports authors, articles and reader engagement.
Technical problem
Model the relationships between users, posts and comments, and paginate large lists.
When you're done: A complete blog API with users, posts, comments and pagination.
Requirements
User requirements
- Create users
- Write and list posts
- Comment on posts
- Paginate through posts
System requirements
- Related resources
- Paginated endpoints
Functional requirements
- User CRUD
- Post CRUD
- Comment CRUD
- Paginated post listing
Non-functional requirements
- Consistent responses
- Efficient queries
Technical requirements
- Relational model
- Pagination params
- Nested routes
Security requirements
- Validate input
- Sanitise HTML in content
Operational requirements
- Documented local setup
Constraints
- Backend only
Success criteria
- Comments attach to correct posts
- Pagination returns correct slices
Flows
Request Flow
- 1
Browser
User requests the application over HTTPS.
- 2
CDN / DNS
Edge routes the request to the origin.
- 3
Load Balancer
Distributes traffic across healthy app instances.
- 4
Application
Handles the request, applies business logic.
- 5
Cache
Serves fast reads for hot data.
- 6
Database
Persists data and returns results.
Project Structure
Server-side source root.
Setup
- 1
Prerequisites
You need the tools required by Node.js, Express, JavaScript installed and available on your PATH.
- 2
Clone project
Clone the repository locally.
1. Clone the repositorygit clone <your-repo-url> <project-folder> - 3
Install dependencies
Install the project dependencies.
1. Initialize a Node.js projectLinux / Windowsnpm init -yExpected
Creates a package.json with defaults.
If it fails
command not found: npm
Fix
Install Node.js LTS from the official site, then reopen your terminal.
- 4
Configure environment
Set the environment variables documented for this project. Never commit secrets.
1. Create the environment filecp .env.example .env # then edit values - 5
Start project
Run the development command and confirm it starts.
1. Start the development serverLinux / Windowsnpm run devExpected
Dev server starts; watch terminal for the local URL.
If it fails
Port 3000 is already in use
Fix
Run on another port: npm run dev -- --port 3001, or stop the conflicting process.
- 6
Verify
Open the printed local URL and confirm the primary flow works.
Build Phases
0 of 6 phases complete
Objective: Establish the next milestone of the server-side API.
What changes: The project advances to the next coherent state, keeping the previous milestones working.
Files touched
Relevant source and configuration files for this milestone.Run
1. Initialize a Node.js projectLinux / Windowsnpm init -yExpected
Creates a package.json with defaults.
If it fails
command not found: npm
Fix
Install Node.js LTS from the official site, then reopen your terminal.
Tasks
- Implement the specific behaviour required for this milestone.
- Verify the previous milestone still works.
Validate: The milestone behaves as expected and does not break existing functionality.
Common mistakes
- • Skipping validation and moving on before confirming the milestone works.
Objective: Establish the next milestone of the server-side API.
What changes: The project advances to the next coherent state, keeping the previous milestones working.
Files touched
Relevant source and configuration files for this milestone.Run
1. Install the node.js packageLinux / Windowsnpm install node.jsExpected
Adds node.js to node_modules and package.json.
If it fails
npm ERR! network / EACCES
Fix
Check your network or run with sudo on Linux/macOS; on Windows run the terminal as Administrator.
Tasks
- Implement the specific behaviour required for this milestone.
- Verify the previous milestone still works.
Validate: The milestone behaves as expected and does not break existing functionality.
Common mistakes
- • Skipping validation and moving on before confirming the milestone works.
Objective: Establish the next milestone of the server-side API.
What changes: The project advances to the next coherent state, keeping the previous milestones working.
Files touched
Relevant source and configuration files for this milestone.Run
1. Start the development serverLinux / Windowsnpm run devExpected
Dev server starts; watch terminal for the local URL.
If it fails
Port 3000 is already in use
Fix
Run on another port: npm run dev -- --port 3001, or stop the conflicting process.
Tasks
- Implement the specific behaviour required for this milestone.
- Verify the previous milestone still works.
Validate: The milestone behaves as expected and does not break existing functionality.
Common mistakes
- • Skipping validation and moving on before confirming the milestone works.
Objective: Establish the next milestone of the server-side API.
What changes: The project advances to the next coherent state, keeping the previous milestones working.
Files touched
Relevant source and configuration files for this milestone.Run
1. Build the application for productionLinux / Windowsnpm run buildExpected
A production bundle is emitted to the output directory.
If it fails
Build fails with a type or syntax error
Fix
Read the error message, fix the referenced file, and re-run the build.
Tasks
- Implement the specific behaviour required for this milestone.
- Verify the previous milestone still works.
Validate: The milestone behaves as expected and does not break existing functionality.
Common mistakes
- • Skipping validation and moving on before confirming the milestone works.
Objective: Establish the next milestone of the server-side API.
What changes: The project advances to the next coherent state, keeping the previous milestones working.
Files touched
Relevant source and configuration files for this milestone.Tasks
- Implement the specific behaviour required for this milestone.
- Verify the previous milestone still works.
Validate: The milestone behaves as expected and does not break existing functionality.
Common mistakes
- • Skipping validation and moving on before confirming the milestone works.
Objective: Establish the next milestone of the server-side API.
What changes: The project advances to the next coherent state, keeping the previous milestones working.
Files touched
Relevant source and configuration files for this milestone.Tasks
- Implement the specific behaviour required for this milestone.
- Verify the previous milestone still works.
Validate: The milestone behaves as expected and does not break existing functionality.
Common mistakes
- • Skipping validation and moving on before confirming the milestone works.
Commands
npm init -yExpected
Creates a package.json with defaults.
If it fails
command not found: npm
Fix
Install Node.js LTS from the official site, then reopen your terminal.
npm install node.jsExpected
Adds node.js to node_modules and package.json.
If it fails
npm ERR! network / EACCES
Fix
Check your network or run with sudo on Linux/macOS; on Windows run the terminal as Administrator.
npm run devExpected
Dev server starts; watch terminal for the local URL.
If it fails
Port 3000 is already in use
Fix
Run on another port: npm run dev -- --port 3001, or stop the conflicting process.
npm run buildExpected
A production bundle is emitted to the output directory.
If it fails
Build fails with a type or syntax error
Fix
Read the error message, fix the referenced file, and re-run the build.
Testing
Unit tests
Core logic and pure functions behave correctly.
npm init -ySuccess: All unit tests pass without errors.
Integration tests
Components integrate correctly with data sources and services.
npm testSuccess: Integration tests pass for the primary flows.
API tests
Endpoints respond to valid and invalid input correctly.
npm testSuccess: API tests cover happy and failure paths.
End-to-end tests
A user can complete the primary journey end to end.
npm run test:e2eSuccess: The main user journey completes successfully.
Security tests
No obvious security regressions are introduced.
npm auditSuccess: No high or critical vulnerabilities.
Debugging & Troubleshooting
Port already in use at startup
Why: Another process is binding the same port your app wants.
Check: List what is using the port.
lsof -i :3000 # Linux/macOS | netstat -ano | findstr :3000 # Windows
Fix: Free the port or start your app on a different port.
Prevent: Choose uncommon ports and document them in the README.
Environment variable missing or undefined
Why: A required value was not loaded into the runtime.
Check: Print the variable or inspect the config loader.
echo $MY_VAR # Linux/macOS | echo %MY_VAR% # Windows
Fix: Add the variable to your .env file and restart the process.
Prevent: Fail fast at startup when required env vars are absent.
API request times out
Why: An upstream call is slow or the network is blocked.
Check: Time a direct request against the upstream.
curl -w 'time_total: %{time_total}\n' http://upstream/healthFix: Add timeouts and retries to the client; verify the upstream is up.
Prevent: Set explicit timeouts and circuit breakers on outbound calls.
Dependency fails to install or run
Why: Version conflicts or an incompatible runtime.
Check: Inspect the error and the installed versions.
npm ls <pkg>
Fix: Align versions or clear the lockfile and reinstall.
Prevent: Commit a lockfile and use the same Node version everywhere.
Security
Security is treated as a core requirement: input is validated, secrets are protected, and dependencies are kept up to date.
Input validation
Validate and sanitize all user input before use.
Secrets management
Store secrets in environment variables, never in source.
Dependency hygiene
Regularly audit dependencies for known vulnerabilities.
Deployment
- 1
Prepare for deployment
Build the production artifact.
1. Build for productionnpm run build - 2
Deploy
Deploy to the project target platform following its documented steps.
1. Deploynpm run deploy # or the platform-specific command - 3
Verify
Confirm the deployed application responds and its health check passes.
1. Check healthcurl -I https://<your-deployed-url>
Documentation
Project Overview
Build a blogging platform API with user accounts, posts, comments and paginated listing. Learn relational modeling and pagination. This is a beginner api project in the server-side API space, built to demonstrate real engineering, not just copied code.
What You Will Build
- User, post and comment APIs - Pagination - Nested routing
Problem Statement
A publication needs an API that supports authors, articles and reader engagement. Model the relationships between users, posts and comments, and paginate large lists.
Technology Stack
Node.js, Express, JavaScript
Installation
Clone the repository and install dependencies with the documented commands.
Local Development
Run the development command and open the printed local URL.
Testing
Run the test commands documented in the Testing section and confirm they pass.
Deployment
Follow the documented deployment steps for this project's target platform.
Interview Explanation
Use the Interview section to explain the architecture, technology choices and trade-offs.
Build Process
Phases guide the build in 6 checkpoints. Complete each and validate before moving on.
Interview Prep
30-second pitch
I built Blogging Platform API — provide an api for a blog with users, posts, comments and pagination. It uses Node.js, Express, JavaScript and solves a publication needs an api that supports authors, articles and reader engagement.
2-minute walkthrough
Build a blogging platform API with user accounts, posts, comments and paginated listing. Learn relational modeling and pagination. The core requirements were User CRUD, Post CRUD, Comment CRUD. I structured the work around Model related resources, Implement pagination, Associate comments with posts and validated the result with the documented tests.
Architecture
Because this is a backend project, the architecture is concentrated in server-side API rather than a distributed system.
Why these technologies
I chose Node.js, Express, JavaScript because they are the pragmatic, well-supported tools best suited to building a api of this kind.
Why this architecture
The structure exists to keep concerns separated, make each piece testable, and scale the project cleanly as requirements grow.
At scale
At scale I would introduce caching, move to a service boundary structure, add proper observability, and enforce stricter contracts between components.
What can fail
The data source becomes unavailable, A dependency introduces a breaking change, Performance degrades under load, Configuration drift between environments
Monitoring
Monitoring is covered in the Observability section, focusing on basic health and error signals.
Security
Security was handled by validating input, protecting secrets, and following the practices listed in the Security section.
Deployment strategy
Deployment follows the steps in the Deployment section for the target platform, with a health check to confirm success.
What I'd do differently
With more time I would add deeper test coverage, stronger observability, and automated deployment.
Practice Q&A
Why did you build Blogging Platform API?
To demonstrate Model related resources and Implement pagination on a real, portfolio-worthy project.
What was the hardest part?
Coordinating the pieces so each stays correct as the project grows, and validating end to end.
How do you handle failure and scale?
By designing for correctness first and adding resilience once the core works.
Extensions
- Add deeper test coverage
- Add observability and alerting
- Harden security
- Automate deployment