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BuildWithJev
AI Hedge Fund demo still
AppSep 18, 2026

AI Hedge Fund

Virat added Jev to the AI Hedge Fund so trading decisions run in seconds — about 100x faster and cheaper than an LLM.

The AI Hedge Fund is a local, educational trading desk: you set a strategy, pick tickers, and backtest. Virat wired Jev in as a TypeSafe model so the investor agents can return a structured decision without waiting on a full LLM call.

The demo walks the loop end to end. With Jev the same cycle that used to take minutes finishes in seconds.

How it works

  1. Set a strategy (a saved mandate).
  2. Point it at tickers for this run.
  3. Backtest with --model jev-1.13.0 after setting TYPESAFE_API_KEY.

Install with pipx install aihf, then aihf. It is for learning, not live money.