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XML Tags Don't Help Short Prompts — Here's When They Actually Matter (2026)

XML Tags Don't Help Short Prompts — Here's When They Actually Matter (2026)

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4 min read
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
An LLM Walks Into General Relativity - Lessons from a Devoxx Talk

An LLM Walks Into General Relativity - Lessons from a Devoxx Talk

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3 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
Beyond Keywords: Mastering HyDE for Smarter Retrieval 🧠

Beyond Keywords: Mastering HyDE for Smarter Retrieval 🧠

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4 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
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
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
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
Building AI Resume Tailor — v0 build notes

Building AI Resume Tailor — v0 build notes

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4 min read
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