Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Zero-Copy In-Memory Serialization: FlatBuffers and Cap'n Proto vs. Protocol Buffers in High-Throughput Microservices
Protocol Buffers require costly object decoding and memory allocations during serialization. Discover zero-copy serialization engines that access structured binary payloads directly in memory buffers.
High-Throughput REST APIs in Python: Fast Serialization with orjson, msgspec & Zero-Copy Buffers
Python's standard json module and Django REST Framework serializers introduce severe CPU bottlenecks under high loads. Learn how replacing them with orjson and msgspec delivers 10x-15x throughput gains, lower memory allocations, and zero-copy byte streaming.