The Frontend as Mathematical Instrument

The browser is not a canvas. It is an instrument.

In AFT, the browser's address bar is not decoration. It is the primary database. Every filter, search query, panel selection, and modal state is serialized to the URL. This enables reproducible views, deep-linking, and state immortality.

The backtest engine exposes a seed input field. Same payload + same seed → identical evasion transform. A discovered bypass is no longer a ghost. It is a theorem with a proof certificate.

Ctrl+1..4 switches panels. / focuses search. Esc closes modal. ? shows help. The instrument is designed for speed and precision, not decoration.