Show HN: LEAX – CLI tool for deterministic C leak analysis and fix suggestions (github.com)

LEAX (Leak Analyzer & eXplorer) is a new command-line interface tool that addresses memory leaks in C programs by merging traditional debugging techniques with AI capabilities. By utilizing Valgrind for leak detection, GDB for dynamic execution tracing, and Mistral AI for explanations, LEAX efficiently identifies the root cause of memory leaks and offers actionable fix suggestions. This unique two-phase approach distinguishes it from typical LLM applications that struggle with nuanced programming scenarios, such as aliasing and embedded allocations. The significance of LEAX lies in its deterministic analysis, ensuring zero false positives and precise identification of leaks through a methodical process. It categorizes memory leaks into three distinct types: missing frees, path loss by reassignment, and premature container deallocation. This structured analysis, combined with AI-generated explanations, not only clarifies the underlying issues but also educates developers on best practices in C programming. By making the debugging process more accessible and effective, LEAX aims to enhance the learning experience for programmers, positioning itself as a valuable tool in the evolving landscape of AI-assisted software development.