HeyJaredThe Neural Maze
Become a real Machine Learning Engineer In a World Full of Hype
- Indexed issues, last 90 days
- 22
- Latest publication
- Sep 30, 2026
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- Earliest in this view
- Aug 10, 2026
Latest issues
Durable harnesses for graph-powered agents (opens the original)
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Has this ever happened to you? You open Substack and see an article about LLM Inference that you love, so you save it to read later. A few minutes later, you see another article explaining what KV Cache is, and you save that one too. Then another one about Jev, and another one about Evals, and another one about SLMs, and so on. By the end of the day, you have 47 saved articles that you'll "read later"...The day ends, and you haven't read a single one. And the next day, 47 new saved articles that
The Terraform Guide for AI Engineers (opens the original)
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Let me guess how your last GPU deployment went …You opened the cloud console, clicked through a dozen screens, created a node pool, tweaked a few settings... and it worked! Until a month later, when you had to do it again and couldn't remember half of what you'd done. Or worse, when you forgot to tear it down and the GPU bill showed up (exactly what happened to us 1 week ago …)That's the problem Infrastructure as Code (IaC) solves. And today, for the first time, I'm sharing community-written Ter
We're building a Substack Brain! (opens the original)
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Hey friends!Today, I have three things to share with you.One is purely administrative (but I'm really excited about it!), one covers the poll results, and the last one is about the new Substack course we're launching NEXT WEEK.Let's go in order.👉 Join Premium to unlock the 6 hands-on courses, in-depth guides, project templates, and
Deploying a Production OCR System to AWS (opens the original)
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A few months back, when Antonio and I launched the Production OCR Course, we ended it with a challenge for our readers: The course builds everything on Azure, so could someone rebuild the same system on AWS? 😏Christophe Reigner took us up on it!!Christophe is a French statistical engineer who spent almost a decade modeling financial markets before AI pulled him into a completely
Deploying a Production OCR System to AWS (opens the original)
Read excerpt
A few months back, when Antonio and I launched the Production OCR Course, we ended it with a challenge for our readers: The course builds everything on Azure, so could someone rebuild the same system on AWS? 😏Christophe Reigner took us up on it!!Christophe is a French statistical engineer who spent almost a decade modeling financial markets before AI pulled him into a completely
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