Philosophy

Forven is opinionated about a few things. Reading this page is the fastest way to tell if the product is for you.

The only durable edge is process

A retail trader cannot out-speed, out-inform, or out-capitalize institutions. The one thing they can do is enforce discipline on their own process more aggressively than most humans are willing to.

The gauntlet exists to make that discipline unavoidable. If you want to trade a strategy, it passes walk-forward OOS. No exceptions, no "just this once."

In-sample metrics lie

Every published Sharpe ratio you've ever seen is probably computed in-sample. Every backtest that "works" on the full history is probably overfit. Forven reports IS and OOS separately and renders them in different colors. Look at OOS.

Kill your darlings

You will write strategies you love. Most of them will fail. The people who stay in this game are the ones who kill strategies the moment OOS turns negative — not the ones who "give it one more week."

Forven automates the killing. You can still override it, but it will argue with you.

The agent is a researcher, not a trader

Agents propose, debug, and explain. They do not have capital allocation authority. If that changes in the future, it will be an explicit toggle that defaults off.

Transparency over confidence

The lab shows you every metric, every trade, every parameter change. Forven would rather look uncertain and be honest than look decisive and be wrong.