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Run Claude Code on MiniMax-M3 with a 1M context for about $0.30 per million input tokens

Run Claude Code on MiniMax-M3 with a 1M context for about $0.30 per million input tokens

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5 min read
LLM Inference Optimization: Techniques for Faster and Cheaper AI

LLM Inference Optimization: Techniques for Faster and Cheaper AI

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2 min read
Let the LLM be the author, not a scripted text formatter

Let the LLM be the author, not a scripted text formatter

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1 min read
Fine-tune Qwen3.8-27B with MLX LoRA on a Mac

Fine-tune Qwen3.8-27B with MLX LoRA on a Mac

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57 min read
Atlassian model v0.4: 21 of 25 Forge apps compile

Atlassian model v0.4: 21 of 25 Forge apps compile

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13 min read
AX-RAY & K-MYTHOS: Inside Korea's Consortium-Built Security-Specialized AI Foundation Model

AX-RAY & K-MYTHOS: Inside Korea's Consortium-Built Security-Specialized AI Foundation Model

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4 min read
A RAG chatbot on your company knowledge base: what it is and when it pays off

A RAG chatbot on your company knowledge base: what it is and when it pays off

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5 min read
Spec-Driven Development (SDD): De la improvisaciĂłn a la ingenierĂ­a con agentes de IA

Spec-Driven Development (SDD): De la improvisaciĂłn a la ingenierĂ­a con agentes de IA

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8 min read
Practice RAG Retrieval Metrics Offline — A Tiny Stdlib Eval Loop (Synthetic Data)

Practice RAG Retrieval Metrics Offline — A Tiny Stdlib Eval Loop (Synthetic Data)

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5 min read
LLM Pricing Digest: DeepSeek Quietly Drops Two New Flash Models

LLM Pricing Digest: DeepSeek Quietly Drops Two New Flash Models

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3 min read
OpenAI GPT-4o mini: Ultra-Cheap Fast Small Model Reshaping Cost-Per-Token Economics for Production Apps

OpenAI GPT-4o mini: Ultra-Cheap Fast Small Model Reshaping Cost-Per-Token Economics for Production Apps

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4 min read
Your Test Environment Is Not a Sandbox If It Has Internet Access

Your Test Environment Is Not a Sandbox If It Has Internet Access

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3 min read
Iran Used Claude to Target US Navy Ships. Here's the Jailbreak Pattern Nobody Caught

Iran Used Claude to Target US Navy Ships. Here's the Jailbreak Pattern Nobody Caught

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6 min read
I asked 5 AI models whether AI is making humanity weaker. All 10 said weaker. Then evidence entered the room.

I asked 5 AI models whether AI is making humanity weaker. All 10 said weaker. Then evidence entered the room.

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7 min read
sk-1234 Is Not a Secret, It's a Docs Example, and 10% of You Shipped It Anyway

sk-1234 Is Not a Secret, It's a Docs Example, and 10% of You Shipped It Anyway

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3 min read
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