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David Kljajo
David Kljajo

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I Built a Netflix-Style AI App to Study AWS (And It Actually Works)

Studying for the AWS Solutions Architect Associate exam felt… repetitive.

I was going through practice tests, selecting answers, checking results — but something was missing.

I wasn’t actually learning.

Most platforms tell you if you’re right or wrong, but they don’t really help you understand why. And after a while, it just becomes passive memorization.

So I thought:

What if learning AWS felt more like Netflix… and less like a textbook?

🧠 The Idea

Instead of static quizzes, I wanted something interactive.

Something where:

each question feels like a small “episode”
you pause and think before answering
and then get a clear explanation, like a post-scene breakdown

That’s when I decided to build a simple AI-powered learning app using AWS PartyRock.

⚙️ What I Built

I created a Netflix-style AI AWS SAA Coach that:

Generates AWS exam-style questions
Supports beginner and intermediate levels
Lets you answer in a real exam-like flow
Gives instant explanations after each answer
Helps you learn from mistakes instead of just scoring

The goal was simple:
👉 turn passive studying into active learning

🎥 Demo

I recorded a short walkthrough showing how it works in practice:

👉 https://www.youtube.com/watch?v=cMg6FF2ZbmQ

📸 How It Looks

💡 What I Learned Building This

This project made me realize something important:

Learning cloud concepts isn’t just about information — it’s about interaction.

When you:

think before answering
see immediate feedback
understand mistakes

You remember things much better.

🚧 It’s Still a Beta

Right now, the app focuses on:

beginner
intermediate questions

But after sharing it and getting feedback, one thing became clear:

👉 The AWS SAA exam is heavily based on real-world, multi-service scenarios

So the next step is to expand this into:

advanced-level questions
scenario-based challenges
multiple AWS services combined (VPC + S3 + Lambda, etc.)

Basically:

more real exam-style thinking

🚀 What’s Next

I want to evolve this into something that:

simulates real AWS exam scenarios
adapts to your weak areas
and keeps the “interactive learning” feel
🙌 Would Love Your Feedback

This started as a small experiment, but I think the idea has potential.

If you’re preparing for AWS SAA or working with AWS:

👉 What topics or scenarios did you find most challenging?

🍿 Final Thought

What if learning complex topics didn’t feel like studying…

…but more like watching and interacting with a series?

Full project: [https://github.com/dkljajo/aws-saa-ai-coach-partyrock]

Top comments (1)

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David Kljajo

Curious — what AWS topic or service was hardest for you when studying?