Start with explicit rules
Algorithmic trading uses defined conditions to guide trading activity. The useful question is not whether a process is automated, but whether its entry, exit, sizing and operating assumptions can be stated and reviewed.
Automation is not judgement
A rule can be executed consistently and still be unsuitable. Data, instrument identity, trading costs and market conditions remain part of the evaluation.
A lifecycle, not a shortcut
A structured workflow separates creation, validation, historical testing, paper observation and controlled activation. Monitoring and evidence remain relevant after activation.