JJEV·DIRECTORY GitHub agent pack connect your agent

Yeah I think with JEV we get speed, quality, and cost.

Evaluationby IamMrDuncan2026-09-17
Yeah I think with JEV we get speed, quality, and cost. Where with LLMs we have to pick 2/3. Video of benchmark with side by side of qwen: https://x.com/iamMrDuncan/status/2100467548298899918
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Post by @iamMrDuncanx.comBuilt an alternative version of @typesafeai but on @cerebras with Qwen 3.8 27b. Similar quality, similar performance, but vastly different cost. TypeSafe was way cheaper, and did beat Qwen on performance. Closest we can
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Return probabilities, not labels — 80/10/10 beats "orange"I’m building Aurapunk, an open-source multi-agent IDE.Tested jev against deepseek v4.1 flash on norwegian text.