RL as an SFT Breakthrough

How reinforcement learning complements supervised fine-tuning to unlock reasoning, tool calling, and optimization capabilities in large language models.

Production Scale Inference Overview

An introduction to production scale inference and the architecture patterns that make it work

The RECON Framework for LLM Inference

Understanding the five layers of modern inference architecture

GPU Training Stack Explorer

Interactive visualization of GPU training infrastructure - from nanosecond latencies to training-step efficiency

GPU Inference Cluster Visualizer

Interactive simulation of GPU inference clusters with real-time request handling, batching, and performance metrics