Contral AI IDE Vibe-Learn to Code
Real-time teaching layer while AI codes beats Cursor's post-hoc explanations.

Real server-side grading for Fortran and Julia tracks when most sites only teach Python.
Scientists, engineers, and domain experts learning to code
Exercism · Codecademy · LeetCode
How it works: IWTLP runs your actual code on a server-side runtime (supporting Python, SQL, C, C++, Fortran, Julia, Java, and R) and grades the actual behavioral output in real-time.We have 33 domain-specific tracks (more domains coming soon).
For example, the Computational Chemistry track has you build a molecular dynamics engine from scratch using just numpy. The Embedded C track has you writing raw firmware.
The first project of every single track is completely free, so you get 33 projects and playground access with no account or credit card required, so you can test the runtime instantly.I’d love to get the community's feedback on our sandbox execution environment and how we structure our automated test grading across compiled languages. Let me know what you think!
Real-time teaching layer while AI codes beats Cursor's post-hoc explanations.
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