Risk, data, and automation

What is working—and what is not.

A degraded label is intentional: paper trading continues only where required inputs and execution checks pass.

Current checks

Fail closed, then explain why

Public update policy

Authoritative after-close reporting

No pending trade intent is published.

Promotion rules

Paper evidence required before real capital

01 · OperationsConsecutive reconciled sessions

Targets, executions, positions, cash, and NAV must agree without manual repair.

02 · ExecutionMeasured fills and costs

Observe rejects, partial fills, slippage, locates, recalls, and borrow fees.

03 · RiskExposure and margin headroom

Broker-paper gross exposure and maintenance usage must remain inside the production limits.

04 · EvidenceEnough independent sessions

Live CAGR and Sharpe remain hidden until the sample is large enough to be meaningful.