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AI-Driven Testing and Deployment for MERN Stack Applications

Take full stack applications beyond development with testing, security, CI/CD, cloud deployment, monitoring and scaling.

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  • Duration

    3 weeks
  • Weekly study

    3 hours
  • 100% online

    How it works
  • Included in an ExpertTrack

    Course 4 of 4
  • Get full ExpertTrack access

    $39/monthFind out more

Prepare full stack applications for production and boost your career

Creating a working full stack application is only the beginning. To serve real users reliably, software also needs to be tested, secured, optimised, deployed, monitored, and prepared to scale.

On this course, you’ll take applications built with the MERN stack — MongoDB, Express, React, and Node.js — and explore the practices that move them from development into production.

You’ll work across testing, security, performance, deployment, and ongoing maintenance while considering how AI tools can support modern development workflows.

Test and secure full stack applications

Learn to apply unit, integration, and end-to-end testing strategies across your application.

You’ll examine input validation, secure configuration, and common vulnerabilities, helping you identify weaknesses before software reaches users.

Streamline delivery with CI/CD and cloud deployment

Explore performance optimisation across the React front end, APIs, and MongoDB database.

You’ll then work with continuous integration and continuous deployment (CI/CD) pipelines to automate key stages of software delivery and move applications into cloud environments more reliably.

Keep applications reliable as they scale

Explore environment configuration, monitoring, logging, and reliability practices used to support production applications as usage grows.

You’ll also examine how AI tools can assist with coding, test generation, debugging, and code review across the full stack workflow.

By the end, you’ll be able to test, secure, deploy, monitor, and scale full stack applications while applying the practices needed to keep production software reliable and maintainable.

Syllabus

  • Week 1

    Test and Harden a MERN Application

    • Production Readiness and Risk Assessment

      Examine the requirements for releasing a MERN application to real users. Prepare the development tools, inspect the existing application, and prioritize production risks according to their impact and supporting evidence.

    • Full-Stack Testing and Coverage Analysis

      Test React components, API integrations, and key browser journeys using repeatable data, coverage reports, and reliable assertions to identify gaps and measure release quality.

    • Security Auditing and Regression Testing

      Assess application threats, audit dependencies, and check for exposed secrets. Verify input validation, injection defenses, and resource ownership through negative tests that detect weakened or missing security controls.

  • Week 2

    Performance Optimization and Automated Delivery

    • Measure and Improve Performance

      Establish performance baselines for front-end loading, API latency, and database queries. Use Lighthouse, load testing, and MongoDB explain plans to identify bottlenecks, apply targeted improvements, and evaluate the results.

    • Cloud Deployment and Release Validation

      Deploy the Express API and React front end with a managed MongoDB database. Configure environment settings and API origins, verify critical workflows through live smoke tests, and practice restoring a known-good release.

    • Automate Delivery with a CI/CD Pipeline

      Create GitHub Actions workflows that automate linting, testing, and coverage checks. Secure pipeline configuration and secrets, enforce required checks, and gate staging deployments on successful validation and approval.

  • Week 3

    Production Operations, Scaling, and Reliability

    • Application Observability and Incident Investigation

      Implement structured logs, correlation IDs, health checks, and monitoring. Diagnose failures by checking AI-generated hypotheses against logs, metrics, and reproducible tests to verify the root cause.

    • Resilient Services and Horizontal Scaling

      Apply timeouts, safe retries, and graceful failure handling to improve resilience. Run multiple API instances with Docker Compose and Redis, measure scaling results, and convert resolved incidents into verified regression tests.

    • Recovery Verification and Release Readiness

      Validate backups with a tested restore and assess risks through a code audit. Compile release evidence, define operational roles, and justify a go/no-go decision against predefined readiness criteria.

Prove you're job ready

Highlight the new, job-relevant skills you’ve gained and supplement existing qualifications with a hard-earned, industry-specific digital certificate – plus one for every course within your ExpertTrack.

  • Learn the latest in your chosen industry or subject.
  • Complete each course and pass assessments.
  • Receive certificates validated by the educating organisation.
  • Impress employers with learning outcomes you can add to your CV.
  • Make your career dreams a reality.

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Learning on this course

On every step of the course you can meet other learners, share your ideas and join in with active discussions in the comments.

What will you achieve?

By the end of the course, you‘ll be able to...

  • Evaluate an existing MERN application for production readiness by prioritizing risks and defining measurable release criteria.
  • Develop component, API, and end-to-end tests using repeatable data, reliable assertions, coverage thresholds, and security regression checks.
  • Improve front-end loading, API latency, and database queries using measured baselines and before-and-after comparisons.
  • Demonstrate deploying a MERN application to managed hosting and automate quality checks and staging delivery with GitHub Actions, smoke tests, and rollback procedures.
  • Perform observability, resilience, horizontal scaling, shared state, and verified database recovery to improve operational reliability.
  • Assess AI-generated suggestions and audit findings using source inspection, reproducible tests, and operational evidence to justify release decisions.

Who is the course for?

This course is for full stack developers, MERN developers, and software engineers who can already work with React, Node.js, Express, and MongoDB and want to progress into testing, deployment, security, performance, and scalable application delivery.

What software or tools do you need?

Prior MERN experience, including APIs, authentication, and basic testing, is required. Tools include VS Code, Node.js, npm, Git, browser DevTools, testing tools, Docker Compose, Redis, and MongoDB tools. Requirements: a container-capable computer, stable internet, Claude Code access, GitHub Actions, MongoDB Atlas, and API and front-end hosting accounts.

Who will you learn with?

Who developed the course?

Edureka

Edureka is a global online learning platform offering industry-focused training in emerging technologies such as Cloud, AI, GenAI, Data Science, DevOps, and Cybersecurity, helping professionals upskill and advance their careers.

About this ExpertTrack

Progress from web development fundamentals to React, Node.js, MongoDB, deployment, testing, and scalable full stack applications.

Start learning today - free 2-day trial

After your free trial you can:

  • Pay $39 per month to keep learning online
  • Have complete control over your subscription; you can cancel any time
  • Work at your own pace and set your own deadlines at every stage
  • Only pay while you’re learning; the subscription will cancel automatically when you finish
  • Complete online assessments to test your knowledge and prove your skills
  • Earn digital course certificates and a final award that you can share online, with potential employers, and your professional network
  • Keep access to the content of courses you complete even after your subscription ends

Learning on FutureLearn

Your learning, your rules

  • Courses are split into weeks, activities, and steps to help you keep track of your learning
  • Learn through a mix of bite-sized videos, long- and short-form articles, audio, and practical activities
  • Stay motivated by using the Progress page to keep track of your step completion and assessment scores

Join a global classroom

  • Experience the power of social learning, and get inspired by an international network of learners
  • Share ideas with your peers and course educators on every step of the course
  • Join the conversation by reading, @ing, liking, bookmarking, and replying to comments from others

Map your progress

  • As you work through the course, use notifications and the Progress page to guide your learning
  • Whenever you’re ready, mark each step as complete, you’re in control
  • Complete 90% of course steps and all of the assessments to earn your certificate

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