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Yeah, I feel your pain. Years ago (early '90s) I used ClarisWorks databases on my Macs. That morphed to AppleWorks and then died. I migrated the raw data to Excel, but you are correct, a spreadsheet is not sufficient. My needs may not be as comprehensive as yours, but still more demanding than a spreadsheet can provide.
I'm a sysadmin, not a developer, but I wonder about building a web-service of some sort. A PHP web-application with mySQL backend could work nicely.
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2018 718 Cayman 2.0
Priors - '72 911T coupe, '84 911 Carrera coupe, '84 944, '73 914 2.0
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