It's far easier to handwrite parsers.
Unless you're a midsized company with the resources and who doesn't mind bad error messages I would not recommend anyone use parser generators.
Especially if you're still refining the syntax: it is so comparatively easy to modify a grammar vs parser.
Not learning a new language/build system/coding paradigm. :)
It's also far easier to make buggy handwritten parsers. I don't have much experience, but in the project that I've seen, where a handwritten parser was used, the issue tracker was full of parser bugs.
You can cover the different lexical variations in the lexical tests, and ensure that the lexer is reporting the correct things in the lexer tests. For these, I generally ensure I cover each token in a given BNF grammar statement, even if that means repeating checks for a given keyword, as it keeps the tests self-contained and easier to verify.
You can cover the different parser/grammar variations (different branches/paths in the BNF, missing tokens for error reporting and recovery, etc.) in the parser tests. These can make use of serializing the tree to a file, so your input is an example program and the output is the parsed AST tree.
The AST tests can then test the actual data model your AST provides, such as access to the value of a literal, or information about a type.
Higher-level tests such as constant folding can then be done using the AST API, or things like serializing the AST to a textual representation.
An unambiguous parser is easier to write tests for. It leads to fewer subtle "gotchas" where something syntax checks and compiles but is interpreted by the compiler as something very different than what the programmer intended. It's easier for third parties to write their own parsers and tooling for the language if they can target a formal grammar as opposed to the behavior of your Turing complete code.
But sometimes you don't care about any of those things. Especially if you're talking about a language with a small surface area. Or if you have to deal with legacy stuff (for example, parsing something like C++ that is heavily context sensitive, in which case trying to shoehorn things into a formal CFG so you can feed it to a generator might actually make things much harder than they have to be).
For Clang and GCC is it absolutely a no brainer to use a hand-written parser.
If you're trying to get to an MVP compiler, or you're building a bootstrapping compiler, using a grammar-derived parser to get to the finish line faster is far more sensible.