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Julian Brown

Senior backend engineer documenting my journey into AI application architecture, context systems, and building reliable AI-powered workflows.

Deterministic Software + Probabilistic Intelligence

Deterministic Software + Probabilistic Intelligence

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Beyond the Monolithic Skill: Architecting Hierarchical Sub-Agents with Mixed Model Tiers

Beyond the Monolithic Skill: Architecting Hierarchical Sub-Agents with Mixed Model Tiers

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3 min read
How We Cut AI Agent Token Usage by 85% with Local MCP

How We Cut AI Agent Token Usage by 85% with Local MCP

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3 min read
How to Build a Solo Developer Studio with Composable MCP Servers

How to Build a Solo Developer Studio with Composable MCP Servers

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3 min read
How to Write Better Technical Posts with MCP

How to Write Better Technical Posts with MCP

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2 min read
How to Give Your AI Coding Agent Infinite Memory

How to Give Your AI Coding Agent Infinite Memory

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3 min read
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