During testing, we needed specific VINs with multiple trim options. Manually finding them was pai...During testing, we needed specific VINs with multiple trim options. Manually finding them was pai...
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Apratim Chaudhuri
• Dec 25
During testing, we needed specific VINs with multiple trim options.
Manually finding them was painful and slow.
I built a small Python script that:
Pulled VIN prefixes,Queried available trims,Filtered only VINs with 10+ trim options
It wasn’t a “product” — just a focused utility. But it solved a real testing bottleneck.
Small scripts > big frameworks (sometimes).
Automation EngineeringPython
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