docs: type generation for graphql servers

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+      - codegen
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   'constructing-types': '',
   'oneof-input-objects': '',
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   'cursor-based-pagination': '',
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   'advanced-custom-scalars': '',
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   'resolver-anatomy': '',
   'graphql-errors': '',
   '-- 3': {
+    type: 'separator',
+    title: 'Testing',
+  },
+  '-- 4': {
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website/pages/docs/type-generation.mdx

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+---
+title: Type Generation for GraphQL
+sidebarTitle: Type Generation
+---
+
+# Type Generation for GraphQL
+
+Writing a GraphQL server in JavaScript or TypeScript often involves managing complex 
+types. As your API grows, keeping these types accurate and aligned with your schema 
+becomes increasingly difficult.
+
+Type generation tools automate this process. Instead of manually defining or maintaining 
+TypeScript types for your schema and operations, these tools can generate them for you. 
+This improves safety, reduces bugs, and makes development easier to scale.
+
+This guide walks through common type generation workflows for projects using 
+`graphql-js`, including when and how to use them effectively.
+
+## Why use type generation?
+
+Type generation improves reliability and developer experience across the development
+lifecycle. It's especially valuable when:
+
+- You want strong type safety across your server logic
+- Your schema is defined separately in SDL files
+- Your API surface is large, rapidly evolving, or used by multiple teams
+- You rely on TypeScript for editor tooling, autocomplete, or static analysis
+
+By generating types directly from your schema, you can avoid drift between schema
+definitions and implementation logic.
+
+## Code-first development
+
+In a code-first workflow, the schema is constructed entirely in JavaScript or TypeScript
+using `graphql-js` constructors like `GraphQLObjectType`, `GraphQLSchema`, and others.
+This approach is flexible and lets you build your schema programmatically using native
+language features.
+
+If you're using this approach with TypeScript, you already get some built-in type safety
+with the types exposed by `graphql-js`. For example, TypeScript can help ensure your resolver
+functions return values that match their expected shapes.
+
+However, code-first development has tradeoffs:
+
+- You won't get automatic type definitions for your resolvers unless you generate
+them manually or infer them through wrappers.
+- Schema documentation, testing, and tool compatibility may require you to export
+the schema to SDL first.
+
+You can still use type generation tools like GraphQL Code Generator in a code-first setup.
+You just need to convert your schema into SDL.
+
+To export your schema:
+
+```ts
+import { printSchema } from 'graphql';
+import { schema } from './schema';
+import { writeFileSync } from 'fs';
+
+writeFileSync('./schema.graphql', printSchema(schema));
+```
+
+Once you've written the SDL, you can treat the project like a schema-first project
+for type generation.
+
+## Schema-first development
+
+In a schema-first workflow, your GraphQL schema is written in SDL, for example, `.graphql`
+or `.gql` files. This serves as the source of truth for your server. This approach
+emphasizes clarity because your schema is defined independently from your business logic.
+
+Schema-first development pairs well with type generation because the schema is 
+serializable and can be directly used by tools like [GraphQL Code Generator](https://the-guild.dev/graphql/codegen).
+
+With a schema-first workflow, you can:
+
+- Generate resolver type definitions and files that match your schema
+- Generate operation types for client queries, integration tests, or internal tooling
+- Detect breaking changes and unused types through schema diffing tools
+
+## Generating resolver types
+
+We recommend using the [Server Preset](https://www.npmjs.com/package/@eddeee888/gcg-typescript-resolver-files) for a 
+managed workflow. It automatically generates types and files based on your schema without needing extra plugin setup.
+
+The Server Preset generates:
+
+- Resolver types, including parent types, arguments, return values, and context
+- Resolver files with types wired up, ready for your business logic
+- A resolver map and type definitions to plug into GraphQL servers
+
+This setup expects your schema is split into modules to improve readability and maintainability. For example:
+
+```pgsql
+├── src/
+│   ├── schema/
+│   │   ├── base/
+│   │   │   ├── schema.graphql
+│   │   ├── user/
+│   │   │   ├── schema.graphql
+│   │   ├── book/
+│   │   │   ├── schema.graphql
+```
+
+Here's an example `codegen.ts` file using the Server Preset:
+
+```ts filename="codegen.ts"
+import type { CodegenConfig } from "@graphql-codegen/cli";
+import { defineConfig } from "@eddeee888/gcg-typescript-resolver-files";
+
+const config: CodegenConfig = {
+  schema: "src/**/schema.graphql",
+  generates: {
+    "src/schema": defineConfig({
+      resolverGeneration: "minimal",
+    }),
+  },
+};
+
+export default config;
+```
+
+To generate the resolver types and files, run:
+
+```bash
+npx graphql-codegen
+```
+
+This creates resolver files like:
+
+```ts
+import type { QueryResolvers } from "./../../../types.generated";
+
+export const user: NonNullable<QueryResolvers["user"]> = async (
+  _parent,
+  _arg,
+  _ctx,
+) => {
+  // Implement Query.user resolver logic here
+};
+```
+
+The user query resolver is typed to ensure that the user resolver expects an id argument and returns a
+User, giving you confidence and autocomplete while implementing your server logic, which may look like this:
+
+```ts
+export const user: NonNullable<QueryResolvers["user"]> = async (
+  parent,
+  args,
+  context,
+) => {
+  return context.db.getUser(args.id);
+};
+```
+
+See the official [Server Preset guide](https://the-guild.dev/graphql/codegen/docs/guides/graphql-server-apollo-yoga-with-server-preset) to learn about its other features, including mappers convention and static analysis for runtime safety.
+
+## Generating operation types
+
+In addition to resolver types, you can generate types for GraphQL operations such as queries, mutations, and 
+fragments. This is especially useful for shared integration tests or client logic that needs to match the schema 
+precisely.
+
+We recommend using the GraphQL Code Generator [Client Preset](https://the-guild.dev/graphql/codegen/plugins/presets/preset-client) for a managed workflow:
+
+- Write operations with GraphQL syntax in the same file where it is used
+- Get type-safety when using the result
+
+Here's an example configuration using the Client Preset:
+
+```ts
+import type { CodegenConfig } from "@graphql-codegen/cli";
+
+const config: CodegenConfig = {
+  schema: "src/**/schema.graphql",
+  documents: ["src/**/*.ts"],
+  ignoreNoDocuments: true,
+  generates: {
+    "./src/graphql/": {
+      preset: "client",
+      config: {
+        documentMode: "string",
+      },
+    },
+  },
+};
+
+export default config;
+```
+
+To keep generated types up to date as you edit your code, run the generator in watch mode:
+
+```bash
+npx graphql-codegen --config codegen.ts --watch
+```
+
+Once generated, import the `graphql` function from `src/graphql/` to write GraphQL operations 
+directly in your TypeScript files:
+
+```ts
+import { graphql } from "./graphql";
+
+const UserQuery = graphql(`
+  query User($id: ID!) {
+    user(id: ID!) {
+      id
+      fullName
+    }
+  }
+`);
+
+const response = await fetch("https://graphql.org/graphql/", {
+  method: "POST",
+  headers: {
+    "Content-Type": "application/json",
+    Accept: "application/graphql-response+json",
+  },
+  body: JSON.stringify({
+    query: UserQuery,
+    variables: { id: "1" },
+  }),
+});
+
+if (!response.ok) {
+  throw new Error("Network response was not ok");
+}
+
+const result: ResultOf<typeof UserQuery> = await response.json();
+
+console.log(result);
+```
+
+For guides on using the Client Preset with popular frameworks and tools, see:
+
+- [Vanilla TypeScript](https://the-guild.dev/graphql/codegen/docs/guides/vanilla-typescript)
+- [React Query](https://the-guild.dev/graphql/codegen/docs/guides/react-query)
+- [React / Vue](https://the-guild.dev/graphql/codegen/docs/guides/react-vue)
+
+## Best practices for CI and maintenance
+
+To keep your type generation reliable and consistent:
+
+- Check in generated files to version control so teammates and CI systems don't produce
+divergent results.
+- Run type generation in CI to ensure types stay in sync with schema changes.
+- Use schema diffing tools like `graphql-inspector` to catch breaking changes before
+they're merged.
+- Automate regeneration with pre-commit hooks, GitHub Actions, or lint-staged workflows.