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The best approach is to separate specification compliance from organization-specific conventions. JSON rules should be validated strictly, while additional preferences, such as naming conventions or pagination defaults, can be handled through configurable linting rules and CI checks. JSON Schema, contract tests, and automated validation can catch breaking changes early withou...


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AI tools can be helpful for creating API documentation and generating test cases from OpenAPI specs. However, the results may need manual checks to make sure they match the actual API behavior. I’d recommend testing a few tools on the same project and comparing their accuracy and ease of use. You can also find development tools on


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