Topic
Ai
Learn Ai as a connected topic across chapters, concepts, simulations, and interview reasoning.
10 Concepts194 Articles59h 17m
Overview
Learn Ai as a connected topic across chapters, concepts, simulations, and interview reasoning.
How this topic helps
System Design
Llm
Distributed Systems
Architecture
Learning Path in this Topic
Series that contain articles from Ai. Select a path to filter the article list.
Articles
194 matched articles
Article 1Chain of Thought Prompting: Teaching LLMs to Think Step by StepTLDR: Chain of Thought (CoT) prompting tells a language model to reason out loud before answering. By generating intermediate steps, the model steers itself toward correct conclusions — turning guessw27 min
Article 2How AI Coding Agents Work: Models, Context, Sessions, and MemoryTLDR: An AI coding agent is an LLM stapled to a tool registry, wrapped in an orchestration loop that painstakingly rebuilds state on every single API call — because the model itself is completely stat34 min
Article 3Skills vs LangChain, LangGraph, MCP, and Tools: A Practical Architecture GuideTLDR: These are not competing ideas. They are layers. Tools do one action. MCP standardizes access to actions and resources. LangChain and LangGraph orchestrate calls. Skills package business outcomes15 min
Article 4RLHF Explained: How We Teach AI to Be NiceTLDR: A raw LLM is a super-smart parrot that read the entire internet — including its worst parts. RLHF (Reinforcement Learning from Human Feedback) is the training pipeline that transforms it from a 14 minArticle 5Mastering Prompt Templates: System, User, and Assistant Roles with LangChainTLDR: A production prompt is not a string — it is a structured message list with system, user, and optional assistant roles. LangChain's ChatPromptTemplate turns this structure into a reusable, testab14 minArticle 6Prompt Engineering Guide: From Zero-Shot to Chain-of-ThoughtTLDR: Prompt Engineering is the art of writing instructions that guide an LLM toward the answer you want. Zero-Shot, Few-Shot, and Chain-of-Thought are systematic techniques — not guesswork — that can13 minPage 1 of 33