Forge

Forge is a closed-loop research substrate: each generation of research is driven by the previous generation's failures, forecasts are committed before outcomes are known, and outcomes are scored only on evidence from inside the forecast window, so late or historical data cannot leak in. Market data is frozen into content-addressed snapshots at each decision checkpoint, which rules out look-ahead bias by construction.

Built with

Python 3.12 hexagonal ports and adapters PostgreSQL CloudNativePG Kubernetes Terraform S3-compatible storage