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There are also static analyzers, for example PVS-Studio which is commercial and solid: https://pvs-studio.com/en/ The GCC compiler, starting with version 10, has a static analyzer that you activate with the “-fanalyzer” option. It’s still quite limited but I use it. Be sure the get GCC version 11.2 or later because the analyzer got much better after version 10. Facebook has a no-cost analyzer, but I haven’t tried it yet: https://fbinfer.com/
The standard C library lacks any kind of containers (vectors, hash tables etc.) so the first thing would be to find one you like. For example, the C Template Library is a nice one: https://github.com/glouw/ctl