XE LABS LEARNING SYSTEM
Explore visual explanations, interactive mind maps, production-grade code and real systems built by XE Labs.
CHOOSE YOUR ENTRY POINT
Start with a role, a system, a concept, or something you want to ship. Every route connects to the same knowledge graph.
Build the capability stack for the AI role you want.
Best for: Building a complete career skill set
Start with a working system and understand every layer.
Best for: Understanding a complete architecture
Get a clear mental model for one important idea.
Best for: Answering one focused question clearly
Ship an end-to-end build with production checks.
Best for: Learning through a finished output
FLAGSHIP LEARNING PATHS
Structured, practical sequences built around the skills engineering teams use to ship reliable AI systems.
BEGINNER → ADVANCED
From LLM foundations to tools, memory, planning, evaluation and deployment.
THE AI KNOWLEDGE UNIVERSE
Every concept has a place. Explore prerequisites, related systems, and what each topic unlocks next.
SYSTEM ANATOMY
Go beyond isolated syntax. See the components, data movement, decisions, and failure points inside complete AI products.
Intermediate 18 min
Advanced 24 min
Intermediate 21 min
VISUAL GUIDES
HANDS-ON LAB 01
Wire a model to a live weather tool, inspect the structured call, and verify the final answer.
const weatherTool = {
name: "get_weather",
description: "Get live weather",
parameters: { city: "string" }
};
const response = await agent.run({
prompt: "Weather in Delhi?",
tools: [weatherTool]
});SHIP THE WHOLE THING
Completion means a working, tested, evaluated, and deployable system—not a page you scrolled through.
Plan a research task, search trusted sources, synthesize evidence, and evaluate the final report.
Build a cited, permission-aware RAG system with measurable retrieval and answer quality.
FAILURE LIBRARY
Production AI improves faster when failures are named, traced and turned into repeatable checks.
Browse the failure libraryNOTES FROM THE LAB
Engineering breakdowns from the systems and experiments inside XE Labs.
Read all lab notes