Twenty people benchmarked Jev in four days. Almost all of them compared it to GPT-5.6 or Opus 5. Two compared it to a trained classifier instead, and a TF-IDF logistic regression from 2003 tied it. So accuracy is not what Jev is selling.
every new session i re-explained the same port, the same constraint, the same fix we already ruled out. the agents were never the bottleneck. i was the memory between them. so i built coding brain.