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System 2 Attention (S2A) Prompting: The Secret to Getting Better AI Responses

System 2 Attention (S2A) Prompting: The Secret to Getting Better AI Responses

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4 min read
AI Agent Cost per Month: The Token Maths, Worked Out

AI Agent Cost per Month: The Token Maths, Worked Out

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10 min read
Harness Engineering for AI Agents: Bridging the Demo-to-Production Gap

Harness Engineering for AI Agents: Bridging the Demo-to-Production Gap

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4 min read
LangGraph Tutorial: 5 Proven Steps to Fix a Fragile Agent

LangGraph Tutorial: 5 Proven Steps to Fix a Fragile Agent

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7 min read
Give a Jira workflow rule a memory that survives, without blowing the prompt budget

Give a Jira workflow rule a memory that survives, without blowing the prompt budget

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12 min read
I built FieldTrace to stop unsafe JSON handoffs between AI agents

I built FieldTrace to stop unsafe JSON handoffs between AI agents

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1 min read
The Redis Guy Wrote a Local LLM Engine That Refuses to Be General. That's Why It Works.

The Redis Guy Wrote a Local LLM Engine That Refuses to Be General. That's Why It Works.

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4 min read
Consumer GPU Inference for Tens to Hundreds of Billion Scale LLMs: Technical Insights | 消费级显卡跑百-千亿大模型推理技术原理探讨

Consumer GPU Inference for Tens to Hundreds of Billion Scale LLMs: Technical Insights | 消费级显卡跑百-千亿大模型推理技术原理探讨

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1 min read
vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale

vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale

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5 min read
vLLM's weight cache can serve another checkpoint's weights when the tensor layout matches

vLLM's weight cache can serve another checkpoint's weights when the tensor layout matches

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4 min read
Agentes LLM: pruebas de email con límites claros

Agentes LLM: pruebas de email con límites claros

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4 min read
An LLM agent that qualifies B2B leads from AmoCRM: notes from a production build

An LLM agent that qualifies B2B leads from AmoCRM: notes from a production build

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3 min read
AI Has Knowledge, Humans Have Context

AI Has Knowledge, Humans Have Context

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7 min read
The model's explanation had the right answer. Its verdict didn't.

The model's explanation had the right answer. Its verdict didn't.

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12 min read
Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets

Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets

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6 min read
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