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OpenAI

A collection of 5 posts

The Great Collapse: Taming Context Sprawl into 4 Elite Core Lead Squads

If you've been following Act III of this threat intelligence odyssey, you know the decentralized circus of running 23 micro-agents across isolated bare-metal Proxmox containers blew up in my face. Token drift was rampant, context windows were fragmented, and my collection sentinels were actively having middle-management arguments with

Summary: GPT-4o vs Local Language Models Evaluation Results

Summary: GPT-4o vs Local Language Models Evaluation Results

This entry was intended to be Part-2 of my most recent report but realized on review that it is probably the natural follow-up to the other writings on the current state of LLMs (we've not even gone down the road of Small Language Models, yet!) in the first

Measuring Azure OpenAI GPT-4o vs Local LLM Models

GPT-4o Featured

Measuring Azure OpenAI GPT-4o vs Local LLM Models

Microsoft Build 2024 just concluded last week and one of the highlights was the catch-up release of OpenAI GPT-4o alongside a new hardware line-up of Copilot+ PCs running Windows on ARM with Qualcomm Snapdragon X chips under the hood. I'll address the huge x86 elephants that were in

n8n in Turnkey Linux Node.js

n8n in Turnkey Linux Node.js

For those of us, like me, who are just getting back to full-stack and understanding the changes in the Node.js realm, this error is going to annoy you for sure. I'm simply trying to get a running latest n8n working with this command: npm install -g n8n@

Meta Llama 3 vs Ollama Performance

Meta Llama 3 vs Ollama Performance

In the middle of me taking on the challenge of a small full-stack project by my lonesome by rapidly developing a parallel alternative to one in production backed by more than a dozen engineers, I started looking to get a bit more embedding performance or alternatives to the "text-embedding-3-large&