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Have you ever wondered how a computer can recognize a handwritten number, predict whether an email is spam, recommend a video, or understand a sentenc
Every system, at some point, ends up with a function that nobody wants to touch. It starts small: a simple validation check, an if statement here, ano
Odoo is an open-source enterprise resource planning (ERP) platform that helps businesses manage operations such as sales, customer relationship manage
The first thing many engineers want to do when they inherit a legacy codebase is change it. And I understand the impulse. You open a class that's 1,50
Here's something that most Kubernetes tutorials won't tell you: most engineers can run kubectl expose. Fewer than 10% understand what happens when the
A smartwatch can tell you that your heart rate is 78 beats per minute, that you've walked 6,421 steps, or that you slept for 7 hours last night. All o
Some of the most dangerous native failures are produced by programs that appear to be working correctly. The cryptographic operation returns the right
A few months ago I was sitting in a convention center about to deliver a keynote at an event, watching my Oura Ring throw up the same heart rate patte
This book is a capability-led field guide to the architectures that make modern AI agents actually work. It includes code, failure modes, and illustra
Most of the data you work with is really about relationships. A customer belongs to an account. An incident affects a service. An engineer owns a repo
High-level machine learning libraries like PyTorch and TensorFlow make training intelligent agents straightforward, but relying on modern frameworks o
React is great at many things. But if you've ever tried pushing thousands of data points per second through it, you'll quickly learn that React isn't
I maintain my own website, and every now and then I upgrade the site to a new version. And I frequently experiment with different technologies and arc
A website can look polished, work perfectly with a mouse, and still be difficult for some people to use. A form might use colour as the only indicatio
Earlier this year, I published Decoupling Material and Cupertino in Flutter, which covered what was then a preview feature: Flutter's plan to separate
Whenever you see a query nested inside another query in SQL, that's a subquery. A subquery is also known as an inner query while the one that contains
In this tutorial, I’ll show you how to scale LLM inference for AI agents using vLLM. I'll help you build an intuition for how LLM inference works, exp
You ask a coding agent for a new endpoint, and ninety seconds later you have a working endpoint. Then you read the diff, and you find that it pulled i
Discord bots can look surprisingly complicated when you see them in action. A bot can respond to messages, tell stories, remember parts of conversatio
A trading research agent can write strategy code, run a backtest, inspect the results, and keep revising the strategy. The harder problem is making su