$ panshi-lab --status
> Quant research workbench for code-first analysts
> Coming soon · Invitation-only beta · 2026 Q2-Q3

A research workbench, not a trading terminal.

Walk-forward optimization · Real-friction backtesting · Private notebook sandbox · Multi-market data. Built for the quants who write Python before they place orders.

• ◆ Walk-Forward + Optuna parameter optimizer
• ◆ Real friction model (fee tier / funding / slippage)
• ◆ Private notebook sandbox with multi-market data
• ◆ Built for quant researchers, not retail traders