Algorithm Development Lifecycle (ADL) vs Backtesting

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.

Backtesting is the process of running a trading strategy's logic against historical price data to produce a statistical performance estimate before committing any real capital to live deployment.