PinnedS Sankar·Dec 14, 2023LoRA — Low-Rank Adaptation of LLMs (paper explained)IntroductionA response icon2A response icon2
PinnedS Sankar·Feb 13, 2024Retrieval Augmented Generation(RAG) — A quick and comprehensive introductionIntroductionA response icon1A response icon1
PinnedS Sankar·Jul 2, 2024Claude 3.5 Sonnet vs GPT-4o — An honest reviewAnthropic the company behind Claude series of models has released Claude 3.5 Sonnet. It comes at a time when we all have accepted GPT-4o…A response icon2A response icon2
S Sankar·1d agoUnderstanding what Jev is and is not!In the competitive LLM world, Jev has chosen to live with them instead of fighting for a place
InLevel Up CodingbyS Sankar·Sep 21Context Engineering — a complete guideAn average model with context is better than the world’s best modelA response icon3A response icon3
InLevel Up CodingbyS Sankar·Sep 13Agent Harness — A complete guideThere isn’t much more to understanding Agent Harness than what's in here!A response icon30A response icon30
InGenerative AIbyS Sankar·Sep 7I designed an Agentic AI system, end-to-end.I tried to design a banking chatbot agent, understanding MCP, tool calls, memory, and the harness for the agent.
InGenerative AIbyS Sankar·Sep 24 Steps To Optimize Claude Token UsageI reduced my token usage by ~86% using these tools.A response icon2A response icon2
InGenerative AIbyS Sankar·Aug 135 memories I would use to build AI agents in 2026How working, episodic, semantic, procedural, and perceptual memory shape what an agent remembers and what enters its context.
S Sankar·Jan 15Engineering as Marketing — The secret to $13k MRR playbookAs an AI enthusiast and solo hacker myself, I have recently been digging into the stories of successful solo indie hackers.
