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How I built an LLM-powered B2B matching engine for China's small commodity export market

How I built an LLM-powered B2B matching engine for China's small commodity export market

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2 min read
MCP Made Me Rethink Who My Software Serves

MCP Made Me Rethink Who My Software Serves

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7 min read
Private LLM Deployment: A Practical Guide for Enterprise Teams (2026)

Private LLM Deployment: A Practical Guide for Enterprise Teams (2026)

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15 min read
First Principles of AI Context

First Principles of AI Context

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7 min read
Why LLM agents break when you give them tools (and what to do about it)

Why LLM agents break when you give them tools (and what to do about it)

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9 min read
How We Achieved 30% Conversion Lift by Moving from GPT-4 to LoRA Adapters

How We Achieved 30% Conversion Lift by Moving from GPT-4 to LoRA Adapters

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11 min read
Building Cost-Efficient LLM Pipelines: Caching, Batching and Model Routing

Building Cost-Efficient LLM Pipelines: Caching, Batching and Model Routing

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16 min read
Your Agent Is a Small, Low-Stakes HAL

Your Agent Is a Small, Low-Stakes HAL

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7 min read
I Built a Multi-Agent LLM Orchestrator That Runs Claude, GPT, and Gemini in Parallel

I Built a Multi-Agent LLM Orchestrator That Runs Claude, GPT, and Gemini in Parallel

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5 min read
I Spent 48 Hours Red-Teaming the "Magic AI Assistant" Everyone's Hyping. Here's What I Found.

I Spent 48 Hours Red-Teaming the "Magic AI Assistant" Everyone's Hyping. Here's What I Found.

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9 min read
Memory Types in LangChain

Memory Types in LangChain

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4 min read
Why I make LLMs argue with each other before I make architecture decisions

Why I make LLMs argue with each other before I make architecture decisions

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5 min read
Diseñando memoria narrativa trazable para agentes conversacionales

Diseñando memoria narrativa trazable para agentes conversacionales

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15 min read
The Monolith Is Dead: Why Multi-Agent Architecture Is the Most Critical AI Engineering Decision of 2026

The Monolith Is Dead: Why Multi-Agent Architecture Is the Most Critical AI Engineering Decision of 2026

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7 min read
I gave an LLM 248 tools and accuracy dropped to 12%. Here's what fixed it.

I gave an LLM 248 tools and accuracy dropped to 12%. Here's what fixed it.

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3 min read
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