May 18, 2026 Reverse Engineering Claude Mythos to Find Real Vulnerabilities Engagement Graphs, Verification Gates, Chain Builders, and Composite PoCs By Fareed Khan 78 min read Read this story for free: link Mozilla's Firefox hardening write-up and Daniel... See more
May 19, 2025 Creating a 2M Parameter Thinking LLM (like o3 & DeepSeek-R1) from Scratch Using Python From Pretraining to SFT to RLHF By Fareed Khan 28 min read Read this story for free: link You might have already seen lot of articles on creating LLMs ... See more
September 16, 2025 Building an Advanced Agentic RAG Pipeline that Mimics a Human Thought Process Ambiguity Checks, Multi-Tool Planning, Self-Correction, Causal Inference and more. By Fareed Khan 59 min read Read this story for free: link Standard RAG syst... See more
June 15, 2026 Building a RAG Pipeline for 10M+ Documents With Near-Zero Hallucination Retrieve, constrain, verify, abstain By Fareed Khan 37 min read Read this story for free: link The more documents you put into a RAG system, the more ways it has to make... See more
June 5, 2023 Understanding Transformers: A Step-by-Step Math Example — Part 1 I understand that the transformer architecture may seem scary, and you might have encountered various explanations on YouTube or in blogs… By Fareed Khan 5 min read Read this st... See more
