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I A/B tested my own system prompt: 24 generations, one clear win, one rule that did nothing | Flash Onyx 2.2

I A/B tested my own system prompt: 24 generations, one clear win, one rule that did nothing | Flash Onyx 2.2

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8 min read
Flash Onyx 2.2: teaching a local model law and game feel

Flash Onyx 2.2: teaching a local model law and game feel

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4 min read
What really fits in 8GB VRAM

What really fits in 8GB VRAM

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7 min read
Moving Scheduled LLM Curation from Cloud APIs to Local Models

Moving Scheduled LLM Curation from Cloud APIs to Local Models

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9 min read
Nine ways to talk to a local model

Nine ways to talk to a local model

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9 min read
A 4B model on a 6GB laptop beat Claude Opus on our 440K-token corpus. The fix was giving the model less to do.

A 4B model on a 6GB laptop beat Claude Opus on our 440K-token corpus. The fix was giving the model less to do.

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4 min read
[Day 20] Local AI vs cloud AI: one cat photo, 10 video models

[Day 20] Local AI vs cloud AI: one cat photo, 10 video models

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3 min read
Running an LLM agent entirely in your browser

Running an LLM agent entirely in your browser

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5 min read
Cloud bills kept climbing from 24/7 AI development — I moved the decisions and the implementation to my own local LLMs and cut the cost

Cloud bills kept climbing from 24/7 AI development — I moved the decisions and the implementation to my own local LLMs and cut the cost

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10 min read
Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model

Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model

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3 min read
local-llm: A Field Report on Running SOTA Models on Your Own Hardware

local-llm: A Field Report on Running SOTA Models on Your Own Hardware

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3 min read
prima.cpp local llm benchmark: 15% Faster Than llama.cpp

prima.cpp local llm benchmark: 15% Faster Than llama.cpp

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8 min read
Teaching a Local AI Agent to Search the Web (Without Lying to You)

Teaching a Local AI Agent to Search the Web (Without Lying to You)

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24 min read
Why My Local Coding Agent Could Act but Couldn't Finish

Why My Local Coding Agent Could Act but Couldn't Finish

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11 min read
Local AI Agent Browser Extension: Hermes in 120ms

Local AI Agent Browser Extension: Hermes in 120ms

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9 min read
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