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# llm

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Three AI providers went down on the same day. Here's the architecture that didn't care.

Three AI providers went down on the same day. Here's the architecture that didn't care.

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5 min read
How to Fine-Tune LLMs on Your Own Data: Open-Source Models, RL Environments, and Evals

How to Fine-Tune LLMs on Your Own Data: Open-Source Models, RL Environments, and Evals

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7 min read
caveman 真的能幫我省下 Token 帳單嗎?

caveman 真的能幫我省下 Token 帳單嗎?

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2 min read
I tracked every GitHub traffic spike for my open source LLM proxy for 7 weeks. Then I did the exact same thing again, and it worked again.

I tracked every GitHub traffic spike for my open source LLM proxy for 7 weeks. Then I did the exact same thing again, and it worked again.

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5 min read
FinOps X 2026 recap: the great token panic

FinOps X 2026 recap: the great token panic

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2 min read
I Stopped Tweaking Prompts. Here's How I Cut LLM Hallucinations to 6%.

I Stopped Tweaking Prompts. Here's How I Cut LLM Hallucinations to 6%.

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3 min read
Moving From Chatbots to Agents: Testing OpenAI Operator

Moving From Chatbots to Agents: Testing OpenAI Operator

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2 min read
Graphify on macOS, to shorten the LLM consumption

Graphify on macOS, to shorten the LLM consumption

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1 min read
We version our tool schemas like an API contract, because the agent is a consumer

We version our tool schemas like an API contract, because the agent is a consumer

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2 min read
Yeni AI Modelleri ve Eğitim

Yeni AI Modelleri ve Eğitim

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2 min read
How Transformers Work — From Self-Attention to Modern LLM Architecture

How Transformers Work — From Self-Attention to Modern LLM Architecture

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5 min read
AI Builder Notes - Week of June 14, 2026

AI Builder Notes - Week of June 14, 2026

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2 min read
Building a Tauri + Rust Local Eval Engine: Engineering Invariants for Absolute Reproducibility

Building a Tauri + Rust Local Eval Engine: Engineering Invariants for Absolute Reproducibility

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1 min read
I Fixed LLM Formatting by Stopping the Prompt Obsession

I Fixed LLM Formatting by Stopping the Prompt Obsession

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3 min read
I Stopped Fighting Prompts: Locking Down Markdown with Jinja2

I Stopped Fighting Prompts: Locking Down Markdown with Jinja2

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2 min read
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