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Learning AI

Browse 4 articles in learning ai.

Learning AI Articles

4 articles

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How to Evaluate AI Agents: Build an Eval Framework from Scratch

Build a working AI agent eval framework in TypeScript and Python. Covers LLM-as-judge, rubric scoring, regression testing, and CI integration.

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Learning AI·20 min read

MCP Explained: Build Your First MCP Server in TypeScript and Python

Build a working MCP server from scratch in TypeScript and Python. Hands-on tutorial covering tools, resources, transports, and testing.

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Learning AI·25 min read

Prompt Engineering from First Principles: 12 Techniques Every AI Developer Needs

Master 12 essential prompt engineering techniques with real TypeScript examples. From zero-shot to ReAct, build better AI agents from first principles.

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Learning AI·22 min read

RAG from Scratch: Build a Retrieval-Augmented Generation Pipeline

Build a working RAG pipeline from scratch in TypeScript and Python. Covers embeddings, chunking, vector search, and generation with real, runnable code.

Learn Agentic AI

One lesson a week — practical techniques for building, testing, and shipping AI agents. From prompt engineering to production monitoring. Learn by doing.

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