A framework for algorithmic trading:

1. Hypothesis formation: Generate ideas, collect data, analyze

2. Experiment setup: Backtest, test the backtest, iterate

3. Measure results: Risk and performance metrics

4. Execution: Paper trade, tandem trade, automate

Do it with Python.