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# llm

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Writing for humans is no longer enough. Writing for AI is now part of the job

Writing for humans is no longer enough. Writing for AI is now part of the job

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3 min read
Scaling RAG : Demo to Production Ready

Scaling RAG : Demo to Production Ready

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2 min read
How Transformer Architecture Powers LLMs

How Transformer Architecture Powers LLMs

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5 min read
Reward Engineering: An Emerging Skill for AI Engineers

Reward Engineering: An Emerging Skill for AI Engineers

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7 min read
What It Actually Takes to Run a RAG System in Production

What It Actually Takes to Run a RAG System in Production

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2 min read
LLM Structured Output in 2026: Stop Parsing JSON with Regex and Do It Right

LLM Structured Output in 2026: Stop Parsing JSON with Regex and Do It Right

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15 min read
AI Factory: Automating AI Agent Project Setup

AI Factory: Automating AI Agent Project Setup

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5 min read
Building a Production RAG Server with Ollama, Open WebUI and Chroma DB

Building a Production RAG Server with Ollama, Open WebUI and Chroma DB

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1 min read
AI Agents, Source Context, and Prompt History: A New Software Development Paradigm

AI Agents, Source Context, and Prompt History: A New Software Development Paradigm

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5 min read
I Got Tired of Googling "Can My GPU Run This LLM?" So I Built This

I Got Tired of Googling "Can My GPU Run This LLM?" So I Built This

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3 min read
為什麼你的 AI 系統不需要用 LLM 來做路由?反射路由設計模式解析 | Why Your AI System Doesn't Need an LLM for Routing

為什麼你的 AI 系統不需要用 LLM 來做路由?反射路由設計模式解析 | Why Your AI System Doesn't Need an LLM for Routing

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1 min read
DeepSeek R1 on Localhost: Building a Private Coding Assistant for $0

DeepSeek R1 on Localhost: Building a Private Coding Assistant for $0

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4 min read
Ayudando a otros... Día 1: Generador de Entrenamientos Garmin desde Train2Go: Híbrido Regex + LLM

Ayudando a otros... Día 1: Generador de Entrenamientos Garmin desde Train2Go: Híbrido Regex + LLM

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4 min read
Why AI Agents Break Traditional Security Models: A Practical Introduction to the New Threat Landscape

Why AI Agents Break Traditional Security Models: A Practical Introduction to the New Threat Landscape

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6 min read
Bringing Observability to Claude Code: OpenTelemetry in Action

Bringing Observability to Claude Code: OpenTelemetry in Action

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13 min read
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