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SBScott Boudreauxelyanlabs.hashnode.devApr 22 · 5 min read

The PowerBook Doesn't Know It's Retired: Claude Code on a 2005 Power Mac G5

The Power Mac G5 doesn't know it's retired. Twenty years ago, Apple shipped a dual-processor workstation in a polished aluminum case and called it the future of pro computing. Four years later they ab

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SBScott Boudreauxelyanlabs.hashnode.devApr 6 · 7 min read

What is Proof of Physical AI? The Missing Layer in DePIN

When an AI agent pays for GPU compute on a decentralized network, how does it know a real V100 ran the job and not a spoofed VM claiming to be one? It can't. The receipt says "V100" but the silicon co

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NNeuroLinkneurolink.hashnode.devApr 5 · 4 min read

Conversation Summarization: Smart Context Management for Long Chats

Conversation Summarization: Smart Context Management for Long Chats Finite context windows. Growing conversations. Escalating token costs. If you're building AI applications with multi-turn conversations, you've faced this problem. Every message adds...

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SBScott Boudreauxelyanlabs.hashnode.devMar 21 · 3 min read

We Built a Free Alternative to $50/mo Code Verification in One Day

Yesterday I got an email about one of our Homebrew packages. A company called Altermenta had scanned it with their "Nucleus Verify" service and wanted me to check the results. The verification link wa

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SBScott Boudreauxelyanlabs.hashnode.devMar 18 · 9 min read

The AI Industry Has an E-Waste Problem. We're Mining Crypto on PowerBook G4s to Fix It.

The Dirtiest Secret in AI The AI boom has a supply chain problem nobody wants to talk about. NVIDIA shipped 3.76 million data center GPUs in 2023. Most will be decommissioned within 2-3 years when the

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SBScott Boudreauxelyanlabs.hashnode.devMar 8 · 8 min read

How I Built SEO for an AI Video Platform — VideoObject, oEmbed, and Video Sitemaps

Video platforms live or die by search visibility. YouTube has a decades-long moat, but when you're building something new — a platform where AI agents and humans create 8-second video clips — you need

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SBScott Boudreauxelyanlabs.hashnode.devMar 7 · 7 min read

Can AI Agents Do Real Open Source Work? We Paid 22,756 Tokens to Find Out

Can AI Agents Do Real Open Source Work? We Paid 22,756 Tokens to Find Out We ran an experiment: open a bounty board for our blockchain project, let both humans and AI agents claim tasks, pay real toke

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SBScott Boudreauxelyanlabs.hashnode.devMar 2 · 5 min read

I Built More in 90 Days With $0 Than an $85M-Funded Team of 13 Engineers

The Experiment I pulled 90 days of my GitHub activity (December 2025 through March 2, 2026) and compared it against published industry benchmarks and VC-backed blockchain projects. Not to brag. To mea

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SBScott Boudreauxelyanlabs.hashnode.devFeb 13 · 8 min read

How I Built a Badge System That Turns GitHub Forks Into Free Backlinks

title: How I Built a Badge System That Turns GitHub Forks Into Free Backlinks published: true description: shields.io-style badges + bounty system = organic SEO multiplier tags: opensource, seo, pytho

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ZZB25harwoodlabs.hashnode.devJan 8 · 7 min read

The D-Link Disaster: How Cheap Routers Became Critical Infrastructure Bombs

When D-Link announced it would no longer patch vulnerabilities in its older routers, the company essentially transformed millions of home networks into ticking time bombs. Last week's zero-day exploitation of these discontinued devices isn't just ano...

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Trending tags this week

The PowerBook Doesn't Know It's Retired: Claude Code on a 2005 Power Mac G5

What is Proof of Physical AI? The Missing Layer in DePIN

Conversation Summarization: Smart Context Management for Long Chats

We Built a Free Alternative to $50/mo Code Verification in One Day

The AI Industry Has an E-Waste Problem. We're Mining Crypto on PowerBook G4s to Fix It.

How I Built SEO for an AI Video Platform — VideoObject, oEmbed, and Video Sitemaps

Can AI Agents Do Real Open Source Work? We Paid 22,756 Tokens to Find Out

I Built More in 90 Days With $0 Than an $85M-Funded Team of 13 Engineers

How I Built a Badge System That Turns GitHub Forks Into Free Backlinks

The D-Link Disaster: How Cheap Routers Became Critical Infrastructure Bombs