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Three ideas to regression test smarter and outline THREE AIDS to do this.
AID #1: Fault propagation analyser - Figure out how what-to-retest by doing a smarter impact analysis using a scientific approach to understanding fault propagation due to change.
AID #2 : Automation analyser - Ensure scenarios are fit-to-automate so that they are easily scriptable and easily maintainable
AID #3 : Yield analyser : Figure out how much not to regress by analysing defect yields over time to understand what parts of the system have been hardened
Well, automation is an obvious choice, ensure that the scenarios are “fit enough for automation” so that you don’t end spend much effort maintaining the scripts to be in sync with every change.