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The J-Space: How I Learned To Read An LLM's Mind

The J-Space: How I Learned To Read An LLM's Mind

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1 min read
Flash Onyx 2.4: I held a 31B local model to Fable 5.1's bar until it stopped guessing the answer first

Flash Onyx 2.4: I held a 31B local model to Fable 5.1's bar until it stopped guessing the answer first

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9 min read
You just write. The places find themselves.

You just write. The places find themselves.

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5 min read
Speculative decoding won't change your model's distribution. It might still change your output.

Speculative decoding won't change your model's distribution. It might still change your output.

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4 min read
Can You Replace ChatGPT Plus With Free AI Tools? I Built a 30-Day AI Stack

Can You Replace ChatGPT Plus With Free AI Tools? I Built a 30-Day AI Stack

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6 min read
Monitor LLM Costs with Prometheus & Grafana (Without a Proxy)

Monitor LLM Costs with Prometheus & Grafana (Without a Proxy)

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2 min read
Why We Are Not Building Another Foundation Model

Why We Are Not Building Another Foundation Model

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5 min read
You are the bottleneck

You are the bottleneck

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6 min read
If you let an AI do the scoring, start by doubting the scores

If you let an AI do the scoring, start by doubting the scores

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7 min read
OpenAI cut a model's price 80% and told nobody. It took me 23 days to notice — and I run a price tracker.

OpenAI cut a model's price 80% and told nobody. It took me 23 days to notice — and I run a price tracker.

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6 min read
langchain-rust: Build LLM apps with Ollama + local models in pure Rust — no Python needed

langchain-rust: Build LLM apps with Ollama + local models in pure Rust — no Python needed

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1 min read
I Thought Role Separation Would Fix the Optimizer. It Didn't.

I Thought Role Separation Would Fix the Optimizer. It Didn't.

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6 min read
How to Run Qwen 3.8 Locally: The 2.4T Max Math, the Open Weight 27B, and What Runs Today

How to Run Qwen 3.8 Locally: The 2.4T Max Math, the Open Weight 27B, and What Runs Today

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3 min read
PaliGemma Isn't a Chatbot. It's Your Next Fine-Tuning Base for Vision.

PaliGemma Isn't a Chatbot. It's Your Next Fine-Tuning Base for Vision.

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3 min read
JSON, CSV, and YAML Are Not Safe Formats for AI Agents: They Are Attack Vectors

JSON, CSV, and YAML Are Not Safe Formats for AI Agents: They Are Attack Vectors

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5 min read
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