Blog/Learning AI

Learning AI

Browse 4 articles in learning ai.

Learning AI Articles

4 articles

Illustration of two people reviewing an improvement chart together at a standing desk

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.

Illustration of a diverse team collaborating around a whiteboard with code diagrams

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.

Illustration of a person writing thoughtfully at a desk with sticky notes and a warm lamp

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.

Illustration of a person organizing knowledge on a corkboard with connected notes

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.

Stay in the Loop

Weekly insights on AI agents, customer experience, and best practices — delivered to your inbox.