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Large Language Models (LLMs)We all use the API. We send a JSON payload to /v1/chat/completions, wait a few hundred milliseconds, and get a magical response back. But as an engineer, the "Black Box" nature of AI bothered me. I wanted to understand the actual pipeline—not just the high-level theory, but the mechanical journey of the data. So, I visualized the life of a single prompt: "Write a poem about a robot." I traced it through Tokenization, Embeddings, Attention, and t…See the Story
I Traced a Single Prompt Through an LLM Engine to See How It Actually Works (Visual Breakdown)
Excel Malware Investigation: Tools & Techniques

EconomyEconomics for Oil & Gas Crash Course: Value, Risk, Strategy, Learn oil & gas petroleum economics, project evaluation, approval, and risk analysis — no heavy math or finance jargon.. Course Description Petroleum projects are approved—or rejected—not just on technical excellence, but on economic value, risk, and timing. Many technically sound projects fail because they do […]See the Story