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AI

RAG without the hype: a builder’s mental model

Chunking, retrieval quality, and evals—the parts that decide whether your AI feature works.

Topic
AI
Read time
11 min
Difficulty
Advanced
Published
2026-05-22

In short

Chunking, retrieval quality, and evals—the parts that decide whether your AI feature works.

Who should read this

Students working on AI at roughly a advanced level—especially if you need something you can apply within a week.

What you’ll walk away with

A concrete checklist for AI, plus the trade-offs that usually show up in interviews. Skim once, then practice the steps the same day.

Do this next

Block 11 minutes to practice one item from the article, then open a related course path or roadmap so the habit sticks.