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If you have the bandwidth, I'd also recommend using something like https://github.com/Ericsson/codechecker which allows you to add results of analysis/tests to a database. This would in turn allow you to set your "stable" branch pipelines to fail if the diff of problems between runs shows you've introduced more issues that haven't been marked as addressed.
May I suggest taking notes from my template, I mainly use this to run experiments one of many being CI/CD best practices: https://github.com/troglobyte-coder/meson_prog_c
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