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Hands On AI Engineering

AI Engineering, Devops
Tens of paid subscribers

Build production AI systems step by step: agents, RAG, evals and reliability, with working code. By Sumedh.

Platform
Substack
PricingFreemiumPublishesDaily
Issues218Foundeda year agoLast Issue2 days ago
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Latest Issues

Lesson 27: Agreement Beyond Luck

Today we build:

Today we build:

2 days ago
8
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The 4 layers that make a multi-agent AI system reliable

Your multi-agent system works in the demo. One agent understands the question, one retrieves context, one writes the answer, one checks it. Everyone's impressed.

Then it goes live, and four things happen within a month:

  1. Someone tweak...
4 days ago
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Day 26: Calibrating the Judge Against Humans

Today we build:

Today we build:

6 days ago
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Start here: 60-Day AI Engineering, Building an AI-Powered Quiz Platform

Knowing how to call an LLM API is easy. Building a product around one that survives real users is not.

In this 60-day course we build a complete AI-powered quiz platform. It generates questions with LLMs, checks them for quality, adapts di...

7 days ago
15
1

Start here: AI Reliability Engineering

Most AI tutorials stop when the demo works. This course starts there.

Over 90 lessons we build a real retrieval-and-answer system with multiple agents. Then we add what every production AI system needs and almost no tutorial teaches: evals...

8 days ago
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