TECHNICAL
WRITING.
Deep dives into optimizing high-performance inference pipelines, deploying LLMs at scale, and architecting enterprise RAG systems.
Scaling Intelligence: How Hierarchical Routing Solves LLM Context Limits
// How to completely bypass LLM token limits and hallucination degradation by implementing Supervisor architectures and Hierarchical Routing.
State Machines vs. True Swarms: The LangGraph Problem
// Why building deterministic AI workflows using state machines like LangGraph fractures under enterprise scale, and why true Swarm Architecture is the only reliable alternative.
Architecting Enterprise RAG: Semantic Search at Scale
// How to design a highly scalable Retrieval-Augmented Generation pipeline using hybrid search, intelligent chunking, and isolated multi-tenant vector namespaces.
Optimizing YOLOv8 Inference on Edge Devices: 60 FPS under 15W
// A deep dive into deploying state-of-the-art object detection models on resource-constrained platforms using INT8 quantization and hardware-specific optimizations.