# Documentation for development > [!WARNING] > TODO: This document is a work in progress. Please help us improve it! See those other useful documents as well: - [knowledge.md](knowledge.md) for high-level architecture and design decisions. - [README.md](../backend/api/README.md) for the backend API - [README.md](../backend/email/README.md) for the email routines and how to set up a local server for quick email rendering - [README.md](../web/README.md) for the frontend / web server ### Adding a new profile field A profile field is any variable associated with a user profile, such as age, politics, diet, etc. You may want to add a new profile field if it helps people find better matches. To do so, you can add code in a similar way as in [this commit](https://github.com/CompassConnections/Compass/commit/940c1f5692f63bf72ddccd4ec3b00b1443801682) for the `religion` field. If you also want people to filter by that profile field, you'll also need to add it to the search filters, as done in [this commit](https://github.com/CompassConnections/Compass/commit/a4bb184e95553184a4c8773d7896e4b570508fe5) (for the `religion` field as well). Note that you will also need to add a column to the `profiles` table in the dev database before running the code; you can do so via this SQL command (change the type if not `TEXT`): ```sql ALTER TABLE profiles ADD COLUMN profile_field TEXT; ``` Store it in `add_profile_field.sql` in the [migrations](../backend/supabase/migrations) folder and run [migrate.sh](../scripts/migrate.sh) from the root folder: ```bash ./scripts/migrate.sh backend/supabase/migrations/add_profile_field.sql ``` Then sync the database types from supabase to the local files (which assist Typescript in typing): ```bash yarn regen-types dev ``` That's it! ### Cover with tests Best Practices * Test Behavior, Not Implementation. Don’t test internal state or function calls unless you’re testing utilities or very critical behavior. * Use msw to Mock APIs. Don't manually mock fetch—use msw to simulate realistic behavior, including network delays and errors. * Don’t Overuse Snapshots. Snapshots are fragile and often meaningless unless used sparingly (e.g., for JSON response schemas). * Prefer userEvent Over fireEvent. It simulates real user interactions more accurately. * Avoid Testing Next.js Internals . You don’t need to test getStaticProps, getServerSideProps themselves—test what they render. * Use jest.spyOn() for Internal Utilities . Avoid reaching into modules you don’t own. * Don't test just for coverage. Test to prevent regressions, document intent, and handle edge cases. * Don't write end-to-end tests for features that change frequently unless absolutely necessary.