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David Aronchick

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Location Seattle, Washington Joined Joined on  Personal website https://expanso.io github website
Free Binaries, Again
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Free Binaries, Again

#opensource #openweights #ai #kubernetes
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8 min read
Acceptable for Inference
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Acceptable for Inference

#ai #distributedsystems #space #reliability
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5 min read
The Paramount Problem
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The Paramount Problem

#history #ai #antitrust #verticalintegration
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5 min read
Three Bridges, Same River
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Three Bridges, Same River

#datasovereignty #privacy #regulation #distributedcomputing
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5 min read
Painted Seams
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Painted Seams

#ai #hardware #memory #supplychain
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6 min read
The Cheapest Connection You Never Build
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The Cheapest Connection You Never Build

#aiinfrastructure #energy #cloud #distributedcomputing
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5 min read
Eaten From the Bottom
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Eaten From the Bottom

#ai #opensource #china #strategy
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5 min read
We Rented the Mainframe Back
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We Rented the Mainframe Back

#ai #cloud #distributedcomputing #resilience
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5 min read
The Token Got Cheaper. Your Bill Didn't.
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The Token Got Cheaper. Your Bill Didn't.

#ai #enterprise #cost #inference
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8 min read
Six Hundred Ways Not to Connect a Hose
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Six Hundred Ways Not to Connect a Hose

#history #cloud #infrastructure #interoperability
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5 min read
Apple Just Subcontracted the Voice
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Apple Just Subcontracted the Voice

#ai #apple #strategy #infrastructure
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6 min read
Apple Just Subcontracted the Voice
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Apple Just Subcontracted the Voice

#ai #apple #privacy #foundationmodels
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6 min read
The Leopard's Head
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The Leopard's Head

#opensource #security #supplychain #history
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6 min read
A Pledge Is Not a Repair Ship
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A Pledge Is Not a Repair Ship

#infrastructure #geopolitics #history #underseacables
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6 min read
Sharp Bones
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Sharp Bones

#ai #datacenters #infrastructure #history
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6 min read
The Pope and the Dynamo
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The Pope and the Dynamo

#ai #philosophy #history #distributedcomputing
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6 min read
The Company Store
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The Company Store

#cloud #infrastructure #history #pricing
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6 min read
The Merging Was Always the Point
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The Merging Was Always the Point

#ai #mathematics #philosophy #foundationmodels
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6 min read
The Frontier Became a Club
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The Frontier Became a Club

#ai #foundationmodels #safety #enterprise
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8 min read
Welcome Back to Pullman
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Welcome Back to Pullman

#aiinfrastructure #powergrid #hyperscalers #distributedcomputing
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9 min read
For Londoners, a Roman Bridge Still Determines Your Commute
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For Londoners, a Roman Bridge Still Determines Your Commute

#ai #datapipelines #metadata #provenance
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10 min read
The Permission Problem
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The Permission Problem

#aiinfrastructure #powergrid #distributedcomputing #publicpolicy
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8 min read
The Brownian Ratchet for Data
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The Brownian Ratchet for Data

#devto
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8 min read
The Brownian Ratchet and the Chimpanzee Factory
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The Brownian Ratchet and the Chimpanzee Factory

#aiinfrastructure #agents #orchestration #claudecode
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6 min read
The Upstream Problem: Why Context Graphs Are Starving
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The Upstream Problem: Why Context Graphs Are Starving

#ai #contextgraphs #datapipelines #decisiontraces
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9 min read
The $1B AI Drug Lab That Can't Touch Its Own Data
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The $1B AI Drug Lab That Can't Touch Its Own Data

#datainfrastructure #ai #pharma #datagovernance
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6 min read
Your 2026 Resolution: Add Context to Your Data (Before It Breaks You)
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Your 2026 Resolution: Add Context to Your Data (Before It Breaks You)

#dataengineering #aiinfrastructure #contextengineering #dataquality
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10 min read
The Natasha Problem: Why Your Data Pipeline Only Fits One Person
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The Natasha Problem: Why Your Data Pipeline Only Fits One Person

#dataengineering #dataquality #distributedsystems #mlinfrastructure
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5 min read
A Picture Is Worth Ten Thousand Tokens
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A Picture Is Worth Ten Thousand Tokens

#aiinfrastructure #llm #visionmodels #efficiency
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6 min read
NVIDIA Bought the Bouncer: SchedMD and Where Lock-In Actually Lives
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NVIDIA Bought the Bouncer: SchedMD and Where Lock-In Actually Lives

#aiinfrastructure #devto
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9 min read
Edge ML Has a Size Obsession
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Edge ML Has a Size Obsession

#edgecomputing #machinelearning #tinyml #orchestration
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9 min read
Emergence vs. Engineering: The Industry Just Bet Against the God Model
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Emergence vs. Engineering: The Industry Just Bet Against the God Model

#aiinfrastructure #ai #emergence #mcp
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6 min read
🎄 On the First Day of Debugging: The Twelve Characters of Christmas
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🎄 On the First Day of Debugging: The Twelve Characters of Christmas

#datapipelines #debugging #productionfailures #observability
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10 min read
Multi-Everything: Why Your Data Strategy Is Harder Than Your Cloud Strategy
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Multi-Everything: Why Your Data Strategy Is Harder Than Your Cloud Strategy

#multicloud #dataarchitecture #kubernetes #aiinfrastructure
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9 min read
The Bronze Tier is Far From Gold: Avoiding Toxic Assets (And Other Medallion Architecture Lies)
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The Bronze Tier is Far From Gold: Avoiding Toxic Assets (And Other Medallion Architecture Lies)

#medallionarchitecture #datapipelines #bronzetier #dataquality
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7 min read
NVIDIA Built the Most Powerful Chips Ever. Google Trained the World's Best AI Without Them.
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NVIDIA Built the Most Powerful Chips Ever. Google Trained the World's Best AI Without Them.

#aiinfrastructure #chips #nvidia #google
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6 min read
While We're Measuring Developer Productivity, Won't Someone Think of the Data Engineers?
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While We're Measuring Developer Productivity, Won't Someone Think of the Data Engineers?

#dataengineering #devrel #productivity #observability
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9 min read
Two KubeCons, One Conference: While Everyone Demos AI Agents, Engineers Are Fighting With Syslogs
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Two KubeCons, One Conference: While Everyone Demos AI Agents, Engineers Are Fighting With Syslogs

#datainfrastructure #kubecon #aiagents #observability
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8 min read
The Shift Left Nobody's Talking About: When Your Data Stack Becomes the Next X-Acto Knife
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The Shift Left Nobody's Talking About: When Your Data Stack Becomes the Next X-Acto Knife

#datainfrastructure #shiftleft #edgecomputing #ai
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5 min read
From Pandas to Upstream Control: The Evolution PyData Needs Next
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From Pandas to Upstream Control: The Evolution PyData Needs Next

#dataengineering #python #distributedsystems #machinelearning
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6 min read
You Can't Unbake a Cake (or Why Data Isolation in the Age of AI is BASICALLY Impossible)
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You Can't Unbake a Cake (or Why Data Isolation in the Age of AI is BASICALLY Impossible)

#devto
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11 min read
While Everyone Argues About AI Regulation, Data Is the Real Wild West
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While Everyone Argues About AI Regulation, Data Is the Real Wild West

#devto
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10 min read
WebAssembly 3.0 and the Infrastructure We Actually Need
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WebAssembly 3.0 and the Infrastructure We Actually Need

#devto #ai #machinelearning #aiinfrastructure
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5 min read
WASM's "Identity Crisis" Is Actually Its Superpower
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WASM's "Identity Crisis" Is Actually Its Superpower

#devto
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8 min read
They Don't Have the Money (And Neither Do You): The Coming Era of Small Models
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They Don't Have the Money (And Neither Do You): The Coming Era of Small Models

#ai #machinelearning #costoptimization #devto
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6 min read
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