@sydneyrunkle says Jev from TypeSafe returns structured output instead of generated text, which suits classification such as model routing, tool selection, and guardrails, and that it is fast and cheap compared with LLMs on those tasks.

Sydney Runkle (@sydneyrunkle) published this on 2026-09-18. @sydneyrunkle says Jev from TypeSafe returns structured output instead of generated text, which suits classification such as model routing, tool selection, and guardrails, and that it is fast and cheap compared with LLMs on those tasks. instead of generating text, jev from @typesafeai generates structured output this makes it great for classification tasks like model routing, tool selection/search, and guardrails of many forms! How Jev or TypeSafe is used, in the post's own words: “instead of generating text, jev from @typesafeai generates structured output this makes it great for classification tasks like model routing, tool selection/search, and guardrails of many forms!” The post does not name a separate audience. It is for people reading what @sydneyrunkle shows here (it includes media).