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A 9-point eval gain vanished when we deduped train against test

A 9-point eval gain vanished when we deduped train against test

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4 min read
The Complete Guide to Local LLM Inference Tools in July 2026: llama.cpp, Ollama, vLLM, SGLang, and Beyond

The Complete Guide to Local LLM Inference Tools in July 2026: llama.cpp, Ollama, vLLM, SGLang, and Beyond

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14 min read
I built an AI tool that saves 80% LLM costs & catches hallucinations (Open Source)

I built an AI tool that saves 80% LLM costs & catches hallucinations (Open Source)

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2 min read
Emergence AI 的疯狂实验——涌现世界

Emergence AI 的疯狂实验——涌现世界

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2 min read
How We Built an AI CRM That Actually Remembers Customers Using Hindsight

How We Built an AI CRM That Actually Remembers Customers Using Hindsight

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3 min read
Building Court-Ready PDFs: What Legal Tech Taught Me About Deterministic Software

Building Court-Ready PDFs: What Legal Tech Taught Me About Deterministic Software

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4 min read
Email Tools for Claude: Tool Use With an Agent Mailbox

Email Tools for Claude: Tool Use With an Agent Mailbox

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5 min read
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
I Replaced My Entire Research Workflow With AI Agents. Here's What Actually Worked

I Replaced My Entire Research Workflow With AI Agents. Here's What Actually Worked

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4 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
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
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