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# llm

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The 3 test framework I use for MCP servers

The 3 test framework I use for MCP servers

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4 min read
LLM Observability: Monitoring Large Language Models

LLM Observability: Monitoring Large Language Models

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9 min read
Why Smart AI Teams Are Quietly Switching to Small Language Models?

Why Smart AI Teams Are Quietly Switching to Small Language Models?

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3 min read
I built a local-first AI prompt manager — here is why offline-first was worth the extra complexity

I built a local-first AI prompt manager — here is why offline-first was worth the extra complexity

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2 min read
What I Learned Building with MCP Servers

What I Learned Building with MCP Servers

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4 min read
vLLM vs SGLang vs LMDeploy: Fastest LLM Inference Engine in 2026?

vLLM vs SGLang vs LMDeploy: Fastest LLM Inference Engine in 2026?

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9 min read
The Price Per Million Tokens Is Lying to You

The Price Per Million Tokens Is Lying to You

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4 min read
Why Cosine Similarity Fails in RAG (And What to Use Instead)

Why Cosine Similarity Fails in RAG (And What to Use Instead)

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5 min read
From Zero to 714 Thousand Lines of Code in 54 Days: The Reality of the AI-Augmented Developer

From Zero to 714 Thousand Lines of Code in 54 Days: The Reality of the AI-Augmented Developer

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24 min read
The Oracle

The Oracle

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4 min read
MCP vs A2A: The Complete Guide to AI Agent Protocols in 2026

MCP vs A2A: The Complete Guide to AI Agent Protocols in 2026

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14 min read
From Prototype to Production: Building a Reliable RAG API with FastAPI + ChromaDB

From Prototype to Production: Building a Reliable RAG API with FastAPI + ChromaDB

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2 min read
Best Open-Source LLMs for RAG in 2026: 10 Models Ranked by Retrieval Accuracy

Best Open-Source LLMs for RAG in 2026: 10 Models Ranked by Retrieval Accuracy

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15 min read
The paradox of AI memory: remembering everything is easy. Remembering wisely is hard.

The paradox of AI memory: remembering everything is easy. Remembering wisely is hard.

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2 min read
Mastering RAG Evaluation: The Definitive Guide to Reliable AI

Mastering RAG Evaluation: The Definitive Guide to Reliable AI

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3 min read
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