ValidationError in TypeScript
TypeScript validation errors occur at runtime when data from external sources doesn't match your type definitions. TypeScript types are erased at compile time, so runtime validation is essential.
Why Types Aren't Enough
- API responses can return anything regardless of your interfaces
- User input is untyped at runtime
- Environment variables are always strings
The Fix
Use Zod for runtime validation that mirrors your types:
import { z } from 'zod';
const UserSchema = z.object({
id: z.number(),
name: z.string().min(1),
email: z.string().email(),
role: z.enum(['admin', 'user', 'viewer']),
});
type User = z.infer<typeof UserSchema>; // Derive type from schema
async function fetchUser(id: number): Promise<User> {
const response = await fetch(`/api/users/${id}`);
const data = await response.json();
const result = UserSchema.safeParse(data);
if (!result.success) {
throw new ValidationError(
`Invalid user data: ${result.error.message}`
);
}
return result.data;
}Define schemas once and derive TypeScript types from them. This keeps your runtime validation and compile-time types perfectly in sync.
Prevention Tips
To avoid this issue recurring, add automated checks to your CI/CD pipeline. Write integration tests that exercise the failure path — not just the happy path. Use linting rules to enforce best practices across your team. Consider adding health checks that detect this class of error early in staging before it reaches production.
Bugsly for TypeScript
Bugsly preserves source maps so validation errors point to your .ts files. It captures the schema that failed and the actual data received, making runtime type violations easy to diagnose.
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