Composer.trade provides a comprehensive, end-to-end automated trading experience designed for individuals without coding expertise. Users begin by accessing their investment accounts through Composer's proprietary web-based platform. The central feature for strategy creation is "Symphonies," which are customizable, risk-ranked model portfolios. To build a Symphony, users translate their trading strategies and hypotheses into actionable algorithms. This is achieved using a no-code visual editor combined with natural language inputs, eliminating the need for programming skills. The platform leverages AI to assist in this process, helping users transform their ideas into automated strategies, curate new strategies from simple requests, and generally enhance their creativity in strategy development. Once a strategy, or Symphony, is constructed, it can be fully edited; users have the flexibility to swap assets, adjust logic, and tweak various parameters to refine their approach. Before live execution, the platform offers robust backtesting tools. These tools allow users to evaluate the historical performance of their strategies, comparing them against established benchmarks. Detailed analytics are provided, including visualizations of historical asset allocations and analysis of key metrics such as fees, slippage, and final value. This comprehensive backtesting phase is crucial for users to refine and optimize their strategies based on historical data. After thorough backtesting and refinement, users can then proceed to live trading, where their sophisticated algorithms are automatically executed. Composer's aim is to make this entire process stimulating and creative, enabling users to build a diverse portfolio of hedge fund-like strategies. The platform handles all aspects of automated trading execution, from the initial strategy creation and rigorous backtesting through to the final live trading.