No one cares about your weather app, your to-do list, or your movie database clone. Hiring managers know you likely generated half of it anyway.
If you want to prove you are a competent engineer, build something small and get ten real humans to use it. When you have real users, you are forced to handle real production issues. You have to deal with edge cases, security vulnerabilities, state management, and harsh user feedback.
A messy application with a tiny but active user base proves far more about your engineering maturity than a pristine, empty application sitting untouched on your GitHub. Build for the real world, not for a tutorial checkmark.
Portfolio: ahmershah.dev
GitHub: ahmershahdev
A project with three active users and five bugs is worth more than a "perfect" tutorial clone. Dealing with real-world edge cases and user feedback is the only way to prove you have the engineering maturity required for a production-grade team.
Hiring managers have seen a thousand clones, and they can smell an AI-generated to-do list from a mile away. Having even five active users forces you to think about things like data persistence, error logging, and deployment cycles in a way a solo project never will. It turns a "coding exercise" into an "engineering project."
Agreed. Real-world usage forces you to solve problems that simply don't exist in a tutorial.
The difference between tutorial code and production reality is huge. Real user feedback is the best teacher.
Sagar Kumar
Nothing teaches you about security, rate limiting, or state management like a real person trying to break your app. A project with a live user base shows that you've moved past the "learning" stage and into "delivering value."