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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Insights, tutorials, and thoughts on web development, AI, and technology
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.
Read MoreUnderstand KV Cache Step by Step
A hands-on walk through KV caching in LLMs: token caching, eviction, LRU, paged blocks, prefix reuse, preemption, scheduling, and a unified engine.
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