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Your AI Bill Isn't a Model Problem. It's an Architecture Problem.

Your AI Bill Isn't a Model Problem. It's an Architecture Problem.

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5 min read
LLM Gateway vs MCP Gateway: Understanding the New AI Infrastructure Stack

LLM Gateway vs MCP Gateway: Understanding the New AI Infrastructure Stack

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3 min read
.NET AI Architect Laboratory: My Architectural Experiments and Learning Journey in the AI Ecosystem (Phase 1)

.NET AI Architect Laboratory: My Architectural Experiments and Learning Journey in the AI Ecosystem (Phase 1)

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3 min read
MCP Server Explained: The Deep Dive

MCP Server Explained: The Deep Dive

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5 min read
I Compared 4,000+ AI API Prices So You Don't Have To

I Compared 4,000+ AI API Prices So You Don't Have To

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2 min read
KV Cache Explained Like You're an LLM Engineer

KV Cache Explained Like You're an LLM Engineer

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12 min read
Retrieval accuracy falls roughly 50% when the answer sits in the middle of a long context window instead of at the edges

Retrieval accuracy falls roughly 50% when the answer sits in the middle of a long context window instead of at the edges

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1 min read
What actually breaks when you put AI agents in production

What actually breaks when you put AI agents in production

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3 min read
The 55.8 Percent Productivity Number From Doshi And Vaishnav Is Narrower Than People Think

The 55.8 Percent Productivity Number From Doshi And Vaishnav Is Narrower Than People Think

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2 min read
Claude Sonnet 4.6 vs GPT-4.1 vs Gemini 2.5 Flash: which wins JSON extraction?

Claude Sonnet 4.6 vs GPT-4.1 vs Gemini 2.5 Flash: which wins JSON extraction?

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3 min read
The LLM is an ALU

The LLM is an ALU

Comments 2
14 min read
Running Nvidia Nemotron on LangChain via OpenRouter

Running Nvidia Nemotron on LangChain via OpenRouter

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4 min read
I Thought One AI Agent Was Enough. I Ended Up Building Six

I Thought One AI Agent Was Enough. I Ended Up Building Six

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4 min read
xAI retired 8 Grok models on May 15 — the slugs still resolve, so your bill and output quality changed silently

xAI retired 8 Grok models on May 15 — the slugs still resolve, so your bill and output quality changed silently

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5 min read
When Models Eat the World: Supply Chain Quality for AI-Dependent Systems

When Models Eat the World: Supply Chain Quality for AI-Dependent Systems

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7 min read
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