Hello, I'm Takumi. I usually work on business automation using AI technology and DX system development for the manufacturing ...
AI agents fail at data and code tasks not because they can't write SQL, but because they lack semantic context — the meaning of the data itself.
LLMs will write your code and break your budget. Take advantage of model routing, semantic caching, prompt caching, reranking ...
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