How do you validate a chart pattern before entering a trade?

I've been experimenting with a workflow that compares the current chart structure with historical price patterns instead of relying only on visual pattern recognition.

I'm curious how other traders approach pattern validation. Do you use historical analogues, indicators, manual backtesting, or something else?