Opus 5.5 feels slow. The author wired Jev into the loop so it stops wasting expensive reasoning on millisecond decisions, making the whole workflow feel 5x faster, with step 1 mapping where the model wastes effort.
opus 5.5 feels f**king slow send it this prompt and make the whole workflow feel 5x faster i wired jev into the loop so opus stops wasting expensive reasoning on decisions that should take milliseconds. Here's how the setup works: step 1 → map where the model wastes effort.
LLM holds memory/context, uses agent-desktop to take snapshots and sends them to Jev, which selects the right element to act on for faster Computer Use, with Cursor enabled and headless support.
Riley Brown shares that TypeSafe AI's Jev classified 500 emails in seconds for just 3.5 cents, highlighting its fast and low-cost email classification.
A comprehensive explainer video introducing Jev, an AI that doesn't write text but determines which department to route inquiries to and how urgent they are.
