Engineering articles & notes.

Deep dives, architecture notes, performance tuning stories, and practical experiments with AI tooling, React, TypeScript, and scalable web systems. Browse, search, and jump into a post.

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October 19, 2025•12 min read

Why useState is Breaking Your AI App: The Case for State Machines in Complex React Interfaces

Tangled in isLoading, isStreaming, and error states? Your useState hooks are creating impossible bugs. Learn why state machines like useReducer and XState are the professional solution for building robust, complex, and bug-free AI-powered UIs in React.

ReactState ManagementAI+3

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September 28, 2025•7 min read

5 Open-Source MCP Servers That Actually 10x Your GitHub Copilot Workflow

Stop copy-pasting context between tabs. These 5 MCP servers give GitHub Copilot superpowers: semantic memory, live documentation, smart research, browser automation, and structured long-term memory.

MCPDevelopmentProductivity+2

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