1. Software Design Defect Analysis & Resolution Identify architectural anti‑patterns in existing codebases and perform root‑cause analysis Trace root causes of hard‑to‑reproduce defects such as performance degradation, memory leaks, and concurrency bugs (race conditions, deadlocks) Quantify