Algorithm Development Lifecycle (ADL) vs Position State

The Algorithm Development Lifecycle (ADL) is a five-phase quality gate framework — Design, Code, Backtest, Paper Trade, Live Deploy — that every algorithmic strategy must complete before real capital is committed.

Position state is the bot's real-time record of whether it holds an open trade and, if so, the entry price, stop-loss level, and timestamp at which the position was entered.