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Articles 111,482Blog Posts 121,597Tech Tutorials 28,453Research Papers 23,048News 16,651
⚡ AI Lessons
Dev.to · David Aronchick
2w ago
Six Hundred Ways Not to Connect a Hose
On the morning of February 7, 1904, fire crews from Washington, Philadelphia, and as far off as New...
Dev.to · David Aronchick
🔐 Cybersecurity
⚡ AI Lesson
3w ago
The Leopard's Head
On May 19, somebody logged into a single npm account and, over the next twenty-two minutes, published...
Dev.to · David Aronchick
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The Merging Was Always the Point
Yesterday, an internal model at OpenAI disproved the Erdős unit-distance conjecture. The conjecture...
Dev.to · David Aronchick
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The Frontier Became a Club
Last week Anthropic announced Project Glasswing, the deployment program for the new flagship preview...
Dev.to · David Aronchick
2mo ago
For Londoners, a Roman Bridge Still Determines Your Commute
Around 50 CE, give or take a few years, a group of Roman military engineers picked a spot on the...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
10 Years of Distributed Computing with Kubernetes
Ground Zero: Open Source Conference North America 2015 On July 2, 2015, in a packed room...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
In Cloud Native Compute, VMs Feel Like the Enemy (But They Aren't)
A quick confession The first production system I was ever a part of, long before anyone...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
Why Single Machines (and Single Clusters) Are Not Enough: The Orchestration Mindset
The Orchestration Epiphany I joined the Kubernetes team in January 2015, and one of my...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
Orchestration Allows Microservices to Be Unreliable (That's a Good Thing)
Orchestration Allows Microservices to Be Unreliable (And That's a Good Thing) One of the...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
The Myth of Portability: Helm and Kubernetes and the Data Pipeline Problem
The Myth of Portability: Helm and Kubernetes and the Data Pipeline Problem I spent years...
Dev.to · David Aronchick
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
From Kubeflow to Real-World ML: Why Data Locality Matters Just as Much as Compute
From Kubeflow to Real-World ML: Why Data Locality Matters More Than Compute When my...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
The Distributed Data Dilemma: Kubernetes' Unsolved Puzzle
The Distributed Data Dilemma: Kubernetes' Unsolved Puzzle It was a question I heard...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
The History of Expanso: It's About the Network (It Always Has Been)
Welcome to our series on the history of Expanso. The Network is the Problem: How Expanso...
Dev.to · David Aronchick
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
Why Your 'AI-Ready' Data Isn't: The Hidden Pipeline Problem Breaking Production AI
The names have been changed to protect the innocent. :) A Fortune 500 retailer spent $5 million on...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
'My Data Transfer Bill Cost What?': When Cloud Economics Go Wrong
The email arrived on a Tuesday morning: "Your cloud bill for last month: $2.4 million." The CFO's...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
WTF Do You Spend $300B On?: The Oracle-OpenAI Deal Decoded
OpenAI just signed a $300 billion deal with Oracle for AI infrastructure. My first thought: What do...
Dev.to · David Aronchick
📰 AI News & Updates
⚡ AI Lesson
2mo ago
The Anthropic $1.5 Billion Settlement Nobody's Reading Right: Your Enterprise Data is a Ticking Time Bomb
September 18, 2025 Anthropic just paid $1.5 billion to settle with authors and copyright holders -...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
The Fairwater Paradox: Microsoft Built a Monster That Needs 900TB/Second of USEFUL Data
OK, let's talk about Microsoft's new Fairwater "AI factory,” (The quotes here are doing a lot of...
Dev.to · David Aronchick
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Why LLMs Can't Replace Your SREs (Yet)
The Reality Check ClickHouse just dropped a study that every executive should read: LLMs...
Dev.to · David Aronchick
2mo ago
Ghosts vs. Animals
Andrej Karpathy just dropped what might be the most honest take I've seen from inside the frontier...
Dev.to · David Aronchick
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
What the F*ck Are We Even Measuring? The Definition Problem in AI Evals
I recently came across a paper with a title that neatly sums up the state of AI: "What the F*ck Is...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
They Don't Have the Money (And Neither Do You): The Coming Era of Small Models
Charles Fitzgerald at Platformonomics just laid out the math on OpenAI, and it's brutal. $115...
Dev.to · David Aronchick
🏗️ Systems Design & Architecture
⚡ AI Lesson
2mo ago
WebAssembly 3.0 and the Infrastructure We Actually Need
"We've finished the model... when do we get to the value?" Here's what I'm watching happen in real...
Dev.to · David Aronchick
⚡ AI Lesson
2mo ago
While Everyone Argues About AI Regulation, Data Is the Real Wild West
Last month, Colorado's AI Act went into full effect. California's considering similar legislation....
DeepCamp AI