M_Sameer's blog

By M_Sameer, history, 47 minutes ago, In English

Hey Codeforces, During recent rounds, I found myself spending too much time parsing complex problem statement constraints and hunting down hidden runtime errors (like segmentation faults or subtle logic bugs) during post-match virtual contests. To speed up this workflow, I put together SMS AI — an ultra-fast, multimodal AI workspace built specifically to handle complex logic, debug runtime execution issues, and break down problem sheets instantly. Why it's useful for competitive programming:Blazing Fast Responses: Sub-100ms time-to-first-token. When you are rushing to fix a bug, you don't have time to wait for a slow UI. Deep Code Generation & Refactoring: Fully understands rich syntax highlighting across all major CP languages (C++, Java, Python). Document Analysis: You can feed it problem PDFs, statements, or input/output text files to quickly extract edge cases or hidden constraints you might have missed.I built this platform to handle intensive text and code structures at the speed of thought. It has a completely free tier (10 high-speed messages/day) which is more than enough to test out during your post-contest upsolving.Would love to get your feedback on how it handles complex C++ templates or weird runtime errors you've run into. Let me know what features or CP-specific tools I should add next!

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