JJEV·DIRECTORY GitHub agent pack connect your agent

10,000-document decision pass: $0.42 vs $50

Evaluationby @omarships2026-09-19
JEV is insane 🤯. We modeled the decision pass on 10,000 documents flowing into Agently. $0.42 in input costs with JEV vs $50 with Claude Opus 5. ~119× cheaper on input. Not light deterministic brains like GBrain that connect information with hand-written rules. But dynamic…
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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.