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# llm

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llama.cpp Speculative Checkpointing, Ollama Multimodal Tool, MLX vs GGUF for Gemma 4

llama.cpp Speculative Checkpointing, Ollama Multimodal Tool, MLX vs GGUF for Gemma 4

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4 min read
The Model Doesn't Matter. The Harness Does.

The Model Doesn't Matter. The Harness Does.

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4 min read
Beyond the Prompt: Understanding "Agent Skills" as Dynamic Context Management

Beyond the Prompt: Understanding "Agent Skills" as Dynamic Context Management

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4 min read
What Is LangGraph? A Beginner-Friendly Introduction

What Is LangGraph? A Beginner-Friendly Introduction

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2 min read
Prompt Engineering is Not Enough: Where Software Architecture Takes Over

Prompt Engineering is Not Enough: Where Software Architecture Takes Over

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1 min read
From ChatGPT System Prompt to a Music App

From ChatGPT System Prompt to a Music App

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4 min read
Your AI's Persona Is a String. A New Paper Argues It Should Be a Steering Vector.

Your AI's Persona Is a String. A New Paper Argues It Should Be a Steering Vector.

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7 min read
Building a Harness: From Prototype to Production

Building a Harness: From Prototype to Production

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3 min read
Two DM-origin problems, not one: security hardening vs. compliance-bias hardening

Two DM-origin problems, not one: security hardening vs. compliance-bias hardening

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3 min read
Qwen3.6, and WilmerAI OpenCode workflows

Qwen3.6, and WilmerAI OpenCode workflows

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3 min read
Exploring Edge-Native AI: Running RAG Fully Offline on Android

Exploring Edge-Native AI: Running RAG Fully Offline on Android

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1 min read
Better agent memory often starts with a smaller task

Better agent memory often starts with a smaller task

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9 min read
Git for AI Prompts: Why Your Team Needs Prompt Version Control Right Now

Git for AI Prompts: Why Your Team Needs Prompt Version Control Right Now

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6 min read
Building Production AI Agents: Why LangGraph and LangChain Matter More Than You Think

Building Production AI Agents: Why LangGraph and LangChain Matter More Than You Think

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12 min read
ARO – A language where business logic reads like documentation

ARO – A language where business logic reads like documentation

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4 min read
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