A choice between code-first and database-first data access strategies depends on project context. Code-first is suitable for new projects where the data model evolves with the application, aligning well with agile workflows and domain-driven design. It provides full developer control, simplified workflow, and faster iteration. However, it may require a learning curve and can be less flexible than database-first approaches. Database-first is ideal for legacy databases or complex schemas, offering seamless integration, automatic code generation, and support for proven designs. Despite its advantages, it can have limitations such as reduced flexibility and potential mapping issues. When evaluating which approach to use, consider project type, team skills, database complexity, future maintenance needs, business and regulatory requirements, and the role of a headless CMS like Strapi in complementing or replacing traditional approaches. Understanding both code-first and database-first strategies enables developers to choose the right tool for their job and adapt to changing project requirements.