Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Distributed Tracing Context Propagation in Asynchronous Python: Propagating W3C traceparent Across Asyncio, Celery, and WebSockets
Eliminate broken telemetry traces across asynchronous boundaries by mastering W3C traceparent injection and extraction across Python asyncio event loops, Celery worker queues, and WebSocket frames.
Taming Redis & Celery in Production: Memory Limits, Worker Pools & Dead-Letter Queues
Preventing background worker crashes and memory exhaustion in Celery and Redis: memory eviction policies, worker pool sizing, task timeouts, and dead-letter queues.