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ProxyFace: Give Your AI a Face & Emotions (100% Local, Zero Telemetry)

ProxyFace: Give Your AI a Face & Emotions (100% Local, Zero Telemetry)

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2 min read
I read 31 pages of Anthropic prompting guidance so you don't have to — here's what actually changes with Claude 4.7

I read 31 pages of Anthropic prompting guidance so you don't have to — here's what actually changes with Claude 4.7

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4 min read
Beyond Keywords: Mastering HyDE for Smarter Retrieval đź§ 

Beyond Keywords: Mastering HyDE for Smarter Retrieval đź§ 

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4 min read
DeepSeek V4, `llama.cpp` Q4_K_M, & Ollama Ryzen APU Guide Boost Local LLM

DeepSeek V4, `llama.cpp` Q4_K_M, & Ollama Ryzen APU Guide Boost Local LLM

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3 min read
LangChain ChromaDB Metadata Priority Injection — RAG Poisoning Vulnerability

LangChain ChromaDB Metadata Priority Injection — RAG Poisoning Vulnerability

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1 min read
Debugging confidently wrong answers from LLM-powered features

Debugging confidently wrong answers from LLM-powered features

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4 min read
AI Cited a URL That Didn't Contain the Claim. I Built the Tooling to Measure How Often

AI Cited a URL That Didn't Contain the Claim. I Built the Tooling to Measure How Often

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16 min read
Model Showdown Round 3: Ditching Ollama in Favor of llama.cpp

Model Showdown Round 3: Ditching Ollama in Favor of llama.cpp

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12 min read
Why Prompt Injection Is an Architectural Problem - Not Just a Security Bug

Why Prompt Injection Is an Architectural Problem - Not Just a Security Bug

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11 min read
How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

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8 min read
Part 3: Types of RAG

Part 3: Types of RAG

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3 min read
Construyendo Kernel Memory Protocol: memoria navegable para agentes de IA

Construyendo Kernel Memory Protocol: memoria navegable para agentes de IA

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16 min read
Unlocking True AI Collaboration: Understanding Short-Term and Long-Term Memory in Agents

Unlocking True AI Collaboration: Understanding Short-Term and Long-Term Memory in Agents

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1 min read
Harness Engineering: The Architecture of Production-Grade AI Systems

Harness Engineering: The Architecture of Production-Grade AI Systems

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4 min read
Your AI agents are stepping on each other

Your AI agents are stepping on each other

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1 min read
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