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IntegrAuth Academy

Identity, security and practical AI — free, from zero. Byte-sized lessons, real diagrams, hands-on labs, zero fluff. Two programs, each with its own exam and certificate.

20 tracks 241 lessons 242 hands-on labs 230+ diagrams 100% free

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Practical AI Track 5 · Building with AI
0/75 lessons read
BUILDING WITH AI · START HERE

Start here: building with AI

Priya can call a model from a short script. Now her company, an online shop in Bengaluru, wants "Ask Acme". It is a chat helper for customers like Maya. Your goal: learn what turns a demo into a product people can trust.

Why this track

The model is the easy part. Ask Acme must look up orders and answer from the real policy. It must pass hard cases to a person. And it must not run up a surprise bill. This track is about the code and checks around the model.

Who it is for

It is for people who build software, and the people who work with them. You should be able to read a short piece of code and a JSON reply.

You should know how a program calls a model (Using AI through an API). Are code, JSON or API keys new to you? Then read Tech basics first.

12345Call themodelFeed it well:prompts & retrievalChoose the shape:patterns & agentsRun it:traces & evalsShip itsafely
Figure — From one API call to a feature you can launch. Each step builds on the one before it.

What this track covers

  1. Your first AI feature — keys, chat history and failures.
  2. Prompts as code — versions, checks and tests.
  3. Build retrieval that works — find the right text, and measure it.
  4. Agent design patterns — pick the simplest design.
  5. Build an agent — tools, limits and approvals.
  6. Run AI in production — traces, numbers and safe changes.
  7. Ship safely — untrusted replies and surprise bills.
  8. The big picture — the whole feature on one page.
  9. Cheat sheet & pop quiz — 5 short questions.

How it works

Your progress saves in your browser (the app you use to open websites). The labs are simulations, so nothing you type leaves the page.

After this last track comes the Practical AI final exam. Start with Your first AI feature.