Become dangerously good at AI Engineering.
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theaiengineer.substack.comLatest Issues
How an AI Bug Hunter Works
An AI bug hunter is an AI agent that tries to break your app on purpose, instead of reviewing your code. It works on a copy of your system, knocking out outside services, sending inputs nobody wrote and reading one customer’s orders as anot...
What is a GPU Kernel?
A GPU kernel is the code that runs on the GPU when you call an operation like torch.matmul. Instead of running it once, the GPU runs thousands of copies, each on a different piece of the result. Most operations have several kernels, each tu...
⚡ Hardware & Inference
This is the ⚡ Hardware & Inference course: after it, you can cut your inference bill and stop guessing why your model is slow.
The other two paths:
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🔍 RAG
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🤖 Agents
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Hardware & Inference📍(you’re here)
Every course r...
A Crash Course in Verifying Agent Code
Verifying agent-written code comes down to two choices, when you check and what kind of flaw you are looking for. You can constrain the agent before it writes, catch what it wrote in the pull request, or scan the whole project after. Patter...
What is CUDA?
CUDA is NVIDIA’s platform for programming its GPUs: a compiler, a driver, a runtime and two decades of libraries that turn ordinary-looking C++ into work for thousands of cores at once. Every major ML framework stands on it, and a version m...
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Shipping Production AI: Agents, Inference, GPU. Read by 1M+ AI engineers.
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