Jev in production › Agent tool and action selection

Warren Duffer

Intraday bot where Jev, via Vercel AI Gateway, classifies and ranks Nifty 50 stocks in two stages and decides take-profit exits, while code sizes positions, sets stops and places live MIS orders through Kotak Neo or Zerodha Kite.

Open on GitHub ↗

The source publishes no measured number.
Use
Agent tool and action selection
Industry
Finance
Form
Open-source tool
Stage
Beta
Plugs into
Kotak Neo, Zerodha Kite
Listed
2026-09-23
Found via
github
Repository
arimanyus/warrenduffer
Stars
98
Forks
30
Last push
2026-09-23
Language
TypeScript
License
MIT

The README opens with

Single Node process: broker REST client (Kotak Neo or Zerodha Kite), Jev (TypeSafe AI via Vercel AI Gateway) as a two-stage ranker over Nifty-50 names, live MIS orders, SQLite audit log, terminal-style dashboard on 127.0.0.1:8080. Jev classifies, ranks, and decides take-profit. Code sizes, places the stop, and enforces the loss halt.

Risk warning. This software places real orders with real money through your broker account. There is no paper-trading mode. It is experimental, provided "as is" under the MIT license with no warranty, and is not investment advice. Automated intraday trading can lose money quickly. You are responsible for every order it sends, your broker's API terms, and the SEBI rules that apply to you. Start with LIVEQTY=1. Not...

Badge

For the project's own README, linking back here:

Listed in Jev in production

Also used for agent tool and action selection