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📰 Dev.to · David Aronchick

42 articles · Updated every 3 hours · View all reads

All Articles 188,136Blog Posts 170,394Tech Tutorials 50,323Research Papers 36,761News 23,113 ⚡ AI Lessons
The Merging Was Always the Point
Dev.to · David Aronchick 🧠 Large Language Models ⚡ AI Lesson 4mo ago
The Merging Was Always the Point
Yesterday, an internal model at OpenAI disproved the Erdős unit-distance conjecture. The conjecture...
The Frontier Became a Club
Dev.to · David Aronchick 🤖 AI Agents & Automation ⚡ AI Lesson 4mo ago
The Frontier Became a Club
Last week Anthropic announced Project Glasswing, the deployment program for the new flagship preview...
For Londoners, a Roman Bridge Still Determines Your Commute
Dev.to · David Aronchick 📰 AI News & Updates 4mo 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...
10 Years of Distributed Computing with Kubernetes
Dev.to · David Aronchick ☁️ DevOps & Cloud ⚡ AI Lesson 4mo ago
10 Years of Distributed Computing with Kubernetes
Ground Zero: Open Source Conference North America 2015 On July 2, 2015, in a packed room...
In Cloud Native Compute, VMs Feel Like the Enemy (But They Aren't)
Dev.to · David Aronchick ☁️ DevOps & Cloud ⚡ AI Lesson 4mo 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...
Why Single Machines (and Single Clusters) Are Not Enough: The Orchestration Mindset
Dev.to · David Aronchick ☁️ DevOps & Cloud ⚡ AI Lesson 4mo 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...
Orchestration Allows Microservices to Be Unreliable (That's a Good Thing)
Dev.to · David Aronchick ⚡ AI Lesson 4mo 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...
The Myth of Portability: Helm and Kubernetes and the Data Pipeline Problem
Dev.to · David Aronchick ☁️ DevOps & Cloud ⚡ AI Lesson 4mo 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...
From Kubeflow to Real-World ML: Why Data Locality Matters Just as Much as Compute
Dev.to · David Aronchick 📐 ML Fundamentals ⚡ AI Lesson 4mo 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...
The Distributed Data Dilemma: Kubernetes' Unsolved Puzzle
Dev.to · David Aronchick ☁️ DevOps & Cloud ⚡ AI Lesson 4mo ago
The Distributed Data Dilemma: Kubernetes' Unsolved Puzzle
The Distributed Data Dilemma: Kubernetes' Unsolved Puzzle It was a question I heard...
The History of Expanso: It's About the Network (It Always Has Been)
Dev.to · David Aronchick ☁️ DevOps & Cloud ⚡ AI Lesson 4mo 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...
Why Your 'AI-Ready' Data Isn't: The Hidden Pipeline Problem Breaking Production AI
Dev.to · David Aronchick 📐 ML Fundamentals ⚡ AI Lesson 4mo 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...
'My Data Transfer Bill Cost What?': When Cloud Economics Go Wrong
Dev.to · David Aronchick ⚡ AI Lesson 4mo 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...
WTF Do You Spend $300B On?: The Oracle-OpenAI Deal Decoded
Dev.to · David Aronchick 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo 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...
The Anthropic $1.5 Billion Settlement Nobody's Reading Right: Your Enterprise Data is a Ticking Time Bomb
Dev.to · David Aronchick 📰 AI News & Updates ⚡ AI Lesson 4mo 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 -...
The Fairwater Paradox: Microsoft Built a Monster That Needs 900TB/Second of USEFUL Data
Dev.to · David Aronchick ⚡ AI Lesson 4mo 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...
Why LLMs Can't Replace Your SREs (Yet)
Dev.to · David Aronchick 🧠 Large Language Models ⚡ AI Lesson 4mo ago
Why LLMs Can't Replace Your SREs (Yet)
The Reality Check ClickHouse just dropped a study that every executive should read: LLMs...
Ghosts vs. Animals
Dev.to · David Aronchick 📰 AI News & Updates 4mo ago
Ghosts vs. Animals
Andrej Karpathy just dropped what might be the most honest take I've seen from inside the frontier...
What the F*ck Are We Even Measuring? The Definition Problem in AI Evals
Dev.to · David Aronchick 🛡️ AI Safety & Ethics ⚡ AI Lesson 4mo 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...
They Don't Have the Money (And Neither Do You): The Coming Era of Small Models
Dev.to · David Aronchick 📰 AI News & Updates ⚡ AI Lesson 4mo 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...