node-platform

Run only the synthetic, deterministic FounderQuest-RL environment and preserve protected rewards, heldout separation, and human/professional authority boundaries.

Run a measurable keep-or-revert research loop that remains observable, steerable, resumable, and reproducible. Use when an experiment has a fixed objective metric and a human needs to intervene without restarting the agent.

Safely inspect a synthetic SMB lending file and propose one reviewable missing-document request without making a lending decision.