DEMO / RECORDING
Overview & Result
jev is INSANE. in 40 seconds it broke down 724 live ads from 37 brands. every hook. every format. offer. cta. awareness stage. landing page mismatch. used 9 cents of tokens. (will be avail in @stealads + mcp)
How Jev fits in the loop
- Extract observation from agent environment.
- Jev evaluates state and outputs typed choice or probability.
- Agent runtime carries out selected action.
How to reproduce
- Inspect author post and reproduction notes.
- Deploy agent loop and bind Jev decision endpoints.
- Run test inputs and observe latency and accuracy.
Why this build matters
Demonstrates practical production-level utility of Jev inside specialized agent workflows.
Limitations
- Community observed build; metrics are author-reported.
- Requires third-party dependencies as described in source.