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Flash Onyx 2.3: I shipped a model release with zero new weights

Flash Onyx 2.3: I shipped a model release with zero new weights

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6 min read
I let my own 31B model take over development of the thing running it

I let my own 31B model take over development of the thing running it

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3 min read
Build a Private AI Knowledge Graph That Never Leaves Your Machine

Build a Private AI Knowledge Graph That Never Leaves Your Machine

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8 min read
Ollama API: A Practical Guide with Examples

Ollama API: A Practical Guide with Examples

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4 min read
I built an offline document indexer, and Ollama taught me two things I did not expect

I built an offline document indexer, and Ollama taught me two things I did not expect

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4 min read
Running the WUIC assistant on a local LLM: Ollama, an MCP server, and a free agentic VS Code

Running the WUIC assistant on a local LLM: Ollama, an MCP server, and a free agentic VS Code

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9 min read
Ollama's -cloud suffix isn't a label, it's a silent instruction. I bypassed it.

Ollama's -cloud suffix isn't a label, it's a silent instruction. I bypassed it.

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5 min read
Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows

Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows

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7 min read
Why I Stopped Chasing the Newest LLM (And What I Run Instead)

Why I Stopped Chasing the Newest LLM (And What I Run Instead)

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6 min read
I Replaced All My Cloud AI With Local Models — Here's What Actually Broke

I Replaced All My Cloud AI With Local Models — Here's What Actually Broke

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6 min read
My inference server decided my second GPU no longer exists. Here is how I got it back without upgrading a driver.

My inference server decided my second GPU no longer exists. Here is how I got it back without upgrading a driver.

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3 min read
Fix Local LLM Quality: Context Stacking & Rope Freq Tweaks

Fix Local LLM Quality: Context Stacking & Rope Freq Tweaks

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8 min read
How I Turned My Homelab Into an AI Content Factory (And Why I'm Not Stopping)

How I Turned My Homelab Into an AI Content Factory (And Why I'm Not Stopping)

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6 min read
My AI quality gate scored 40 images. Humor: 7, forty times.

My AI quality gate scored 40 images. Humor: 7, forty times.

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5 min read
Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.

Ornith-1.0 is a clever open coding model. Ollama's tool-calling isn't ready for it.

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4 min read
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