PinnedInLevel Up CodingbyFareed Khan·Aug 11, 2025Building the Entire RAG Ecosystem and Optimizing Every ComponentRouting, Indexing, Retrieval, Transformation and more.A response icon33A response icon33
PinnedInLevel Up CodingbyFareed Khan·Feb 17, 2025Building DeepSeek R1 from Scratch Using PythonArchitecture and Training step by stepA response icon17A response icon17
PinnedInLevel Up CodingbyFareed Khan·Mar 12, 2025Testing 18 RAG Techniques to Find the Bestcrag, HyDE, fusion and more!A response icon51A response icon51
PinnedInLevel Up CodingbyFareed Khan·Apr 17, 2025Converting Unstructured Data into a Knowledge Graph Using an End-to-End PipelineStep by Step guideA response icon48A response icon48
PinnedInLevel Up CodingbyFareed Khan·Jun 1, 2025Building a Multi-Agent AI System with LangGraph and LangSmithA step-by-step guide to creating smarter AI with sub-agentsA response icon24A response icon24
InAI AdvancesbyFareed Khan·1d agoBuilding an Agentic Security Pipeline That Finds, Proves, and Patches VulnerabilitiesA six step defender’s loop on one GPU, where a crash, not the model, decides what counts
InLevel Up CodingbyFareed Khan·3d agoBuilding a RAG Pipeline for 10M+ Documents With Near-Zero HallucinationRetrieve, constrain, verify, abstainA response icon2A response icon2
InLevel Up CodingbyFareed Khan·Jun 5Building a Week-Long Running Agentic SystemDurability is an engineering property, not a model capabilityA response icon7A response icon7
InLevel Up CodingbyFareed Khan·May 18Reverse Engineering Claude Mythos to Find Real VulnerabilitiesEngagement Graphs, Verification Gates, Chain Builders, and Composite PoCs
InLevel Up CodingbyFareed Khan·May 4Building Claude from Scratch: 62 Components Behind Anthropic’s Thinking EngineMachine learning patterns and agentic components, end to endA response icon6A response icon6
