Changes that cut our LLM pipeline costs more than model-switching did

By Abbas_Maka · 2026-06-20 · 3 points · 0 comments

I have been building multiple LLM systems and for our Organization biggest cost savings weren't from prompt-wordsmithing or model switchings. Sharing useful to anyone watching their token bill : 1) JSON → TOON for structured output: JSON was not made for LLMs. well you can imple…

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