Codewiser

Hey everyone — I’m Rushil, the creator of CodeWiser.

I built CodeWiser after noticing something troubling: junior developers and interns under me were copy-pasting from ChatGPT without truly understanding what the code was doing. Worse, some of that unchecked, AI-generated code was making its way into pull requests, and PR comments were also being addressed by LLMs. It wasn’t just about bad habits — it was about the loss of foundational thinking, creativity, and design tradeoffs.

That sparked the idea: what if we could use LLMs not as a shortcut, but as a coach?

CodeWiser is built around that philosophy. It turns LLMs into a learning partner — one that tests, adapts, and reinforces understanding. Through auto-generated quizzes, contextual feedback, and performance analytics, it helps developers build actual insight, not just output.

Who is it for?
• Educational Institutions: Professors can use it to create adaptive homework, personalized exams, and track student progress — all mapped to each student’s current understanding, with paced learning.
• Interview Prep: Get AI-generated LeetCode-style questions — including original variations with unseen edge cases — tailored to your weak spots.
• Teams working on legacy code: Developers can quiz themselves on poorly understood codebases to build confidence and clarity faster.
• Self-learners & bootcamp grads: Perfect for reinforcing key concepts and preventing over-reliance on autocompletion or AI answers.

What’s the challenge?
• Avoiding over-simplification — many quiz systems reward rote memory. We’re focused on conceptual depth and code reasoning.
• Generating fair but novel quizzes — our LLM has to balance originality with alignment to real-world dev expectations.
• Measuring progress accurately — we have built a proficiency engine that goes beyond right/wrong and adapts difficulty based on response patterns and speed.

Would love your thoughts on:
• How do you see LLMs fitting into learning, not just productivity?
• What are the biggest struggles you’ve seen with devs learning through AI?

Thanks for checking out CodeWiser
Happy to answer anything — feedback, features you’d like to see, or even critiques!