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Running Gemma 2 27B Locally: MLX vs vLLM vs llama.cpp Performance Comparison

Running Gemma 2 27B Locally: MLX vs vLLM vs llama.cpp Performance Comparison

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4 min read
LLM Accuracy vs Reproducibility: Are We Measuring Capability or Sampling Luck?

LLM Accuracy vs Reproducibility: Are We Measuring Capability or Sampling Luck?

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1 min read
I Sent the Same Prompt Injection to Ten LLMs. Three Complied.

I Sent the Same Prompt Injection to Ten LLMs. Three Complied.

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4 min read
Why Most AI Agents Still Forget Too Much to Be Truly Useful

Why Most AI Agents Still Forget Too Much to Be Truly Useful

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5 min read
Self-Hosting LLMs vs Cloud APIs: Cost, Performance & Privacy Compared (2026)

Self-Hosting LLMs vs Cloud APIs: Cost, Performance & Privacy Compared (2026)

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10 min read
How I built a Niche AI Name Generator using Llama 3.3 and PHP 🚀

How I built a Niche AI Name Generator using Llama 3.3 and PHP 🚀

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1 min read
Logs Won’t Tell You Why Your AI Agent Failed

Logs Won’t Tell You Why Your AI Agent Failed

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2 min read
I built an open-source LLM security scanner that runs in <5ms with zero dependencies

I built an open-source LLM security scanner that runs in <5ms with zero dependencies

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1 min read
Gemma 4 MoE: frontier quality at 1/10th the API cost

Gemma 4 MoE: frontier quality at 1/10th the API cost

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2 min read
Smart MCP

Smart MCP

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6 min read
Bộ Nhớ của AI Agent Hoạt Động Thế Nào (và Cách Kiểm Tra Qua API)

Bộ Nhớ của AI Agent Hoạt Động Thế Nào (và Cách Kiểm Tra Qua API)

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18 min read
#Day 1 - Learning MCP

#Day 1 - Learning MCP

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1 min read
AI Agents as Economic Actors: The Infrastructure Layer for Autonomous Commerce

AI Agents as Economic Actors: The Infrastructure Layer for Autonomous Commerce

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5 min read
Why Your AI API Keeps Breaking (And How to Fix It Before the User Notices)

Why Your AI API Keeps Breaking (And How to Fix It Before the User Notices)

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2 min read
Anomaly-Based Intrusion Detection System Using RAG

Anomaly-Based Intrusion Detection System Using RAG

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4 min read
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