Experiments

Agent-based trading research.

Notes from building simulations, evaluation loops, and risk controls for autonomous trading agents.

Current focus

Simulation first

Build and inspect paper-trading behavior before any live execution.

Audit trail

Keep prompts, decisions, data sources, and outcomes reviewable.

Risk limits

Define hard constraints around sizing, drawdowns, frequency, and human approval.

This is research documentation, not financial advice.