Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Python Asyncio Task Memory Forensics: Diagnosing Coroutine Reference Cycles, Traceback Leaks, and Orphaned Tasks
Diagnose insidious memory leaks in long-running asyncio services: unpack coroutine frame cycles, traceback retention, un-awaited task accumulation, and build leak-free task pools.