Review AI-generated C code, low-level systems designs, and technical explanations for correctness, safety, performance, and systems-level reliability
Evaluate systems-programming and embedded-development solutions involving memory management, pointers, concurrency, operating systems, hardware interaction, and performance optimization
Identify errors in logic, memory handling, undefined behavior, concurrency control, synchronization, debugging workflows, and low-level implementation details
Analyze C implementations for readability, maintainability, efficiency, coding-standard compliance, and adherence to production-grade engineering practices