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Insights, tutorials, and thoughts on web development, AI, and technology

Understanding OpenAI json_schema, MCP, and the 30-Second Streaming Pause

Why missing tool_choice when using OpenAI structured outputs with MCP causes a long streaming pause, and how to fix it.

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Are LLMs a Single Point of Failure for Your Business?

Why cost-aware, hybrid AI architecture beats wrapper apps, plus practical fallback, routing, and caching infrastructure patterns.

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