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You model a product catalog on day one, ship it, and three months later a merchandiser asks for a "trail runners" category that also lives under "sale" and "new arrivals," each color needs its own price, and legal wants to delete a…
You style a "Featured" heading bold and 28px right inside the content, and six months later marketing wants that same field to drive an email subject line, a push notification, and an LLM summary.
A content team adds one field to a schema, `summaryForAI`, ships it, and the next morning half their retrieval pipeline returns null for every document created before the migration.
You model a product catalog with a clean parent-child tree and a tidy variant matrix, ship it, and three weeks later a merchandiser asks for a shoe that belongs to two categories, sold in four colorways, each with its own stock per…
Your design system has a Button component with a defined set of variants, a Card that composes an image, a heading, and a body slot, and a set of design tokens that everything inherits from.
A junior developer renames a field from `author` to `authorRef`, ships the schema, and by lunch the production build is throwing a wall of type errors while editors stare at empty reference fields on a hundred live documents.
Six months into a headless CMS build, the pattern is grimly familiar: editors are pasting whole layouts into a single "body" field, the frontend team is writing brittle string-parsing logic to guess at structure, and every new channel…
Six months into a build, someone asks for a page that reuses the hero from the homepage, the pricing table from the product page, and a testimonial carousel that marketing wants to edit without a deploy.
A marketing team pastes a press release from Google Docs into your CMS. The rich-text field swallows it whole: inline styles, a rogue font tag, a table that only renders on desktop, and a blob of HTML your React Native app cannot parse.
You modeled your content the right way. Rich text lives as structured data, not as a glob of HTML in a database column.
A content editor adds a "subtitle" field through a CMS admin UI on a Friday afternoon. It ships to production.