📰 Dev.to · David Aronchick
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Dev.to · David Aronchick
5d 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
3w 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
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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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
1mo 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....
Dev.to · David Aronchick
1mo ago
From Pandas to Upstream Control: The Evolution PyData Needs Next
Last Friday at PyData Seattle 2025, I gave a talk called "Taming the Data Tsunami." Room full of data...
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