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Graph/schema-only-validation-bypass

AntiPattern

Misused Schema-Only Validation

schema-only-validation-bypass

A recurring validation anti-pattern where developers rely on schema metadata (e.g., JSON Schema/FastAPI pattern or schema_extra) for input enforcement, leading to inputs bypassing regex/email checks and being persisted anyway.

Node Details

Public graph metadata

Updated5/1/2026

Connections

30 linked nodes

MATCHESSolution

The solution I found is to add a new schema for the login. — loginService. Tension: picking only the email and password from FormType in loginService. Outcome: And picking only the email and password from FormType in loginService.

MATCHESSolution

Align the schema to the actual data shape (e.g., use `z.array(z.object(...))` for `templateDefaults`) and/or override Zod’s default `invalid_type` message using an `errorMap` on the relevant Zod type so trigger() receives the custom message.

MATCHESSolution

Avoid validating the input as a numeric type directly; validate it as a string with a regex (e.g., `z.string().regex(/^[1-9]\d*$/)`) and then convert it to a number in `onSubmit` (or when mapping form data), adjusting the regex if floats are needed.

MATCHESSolution

Add the missing FormField(s) that match the schema paths (e.g., dailyOrders.${index}.quantity) and ensure all input names in the UI match the form schema. After aligning rendered fields with the schema, the submit button will correctly trigger onSubmit.

MATCHESSolution

Start by extract the form schema into a separate file — I have just started learning Next.js and shadcn. Tension: my code has already reached 4000 lines. Outcome: Start by extract the form schema into a separate file.

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Create useFieldOptionality hook — Pass zod schema. Tension: Field ${fieldName} not found in schema. Make sure the field exists in the schema or do not pass the schema inside the Form. Outcome: return zodField instanceof ZodOptional.

MATCHESSolution

parse.error.flatten().fieldErrors — Nextjs server action with zod validation. Tension: hard to return errors and show them in the UI. Outcome: form.setError(error.field, { message: error.message });.

MATCHESSolution

You should really use tag validation to trigger your query endpoints to refetch upon any successful mutation. — onSuccess: async () => { await queryClient.invalidateQueries({ queryKey: ["vehicle.getVehiclesWithMakes"],. Tension: Both are less than ideal. Outcome: await queryClient.invalidateQueries({ queryKey: ["vehicle.getVehiclesWithMakes"], // <-- invalidates tag key });.

MATCHESSolution

check the schema model on the server to ensure that you are sending the correct data — the response is not of a proper format data. Tension: including the required fields like id. Outcome: you can define useMutation for get some correct error.

MATCHESSolution

Need to disable some ESLint rules? — Linting and checking validity of types.

MATCHESSolution

You can use the pattern argument directly on the Field object. — For email validation specifically, Pydantic provides a dedicated type called EmailStr. Tension: schema_extra is for API documentation, not for validation. Outcome: EmailStr ensures that any data assigned to the email field will be validated against a well-tested email regex.

MATCHESSolution

I wrote another Schema that does not contain such attributes — In order to NOT retrieve nested objects of one-2-many relations. Tension: one that contains only basic attributes for a flat response. Outcome: one that contains the relationships.

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Use model_json_schema(ref_template="#/components/schemas/{model}") instead of schema() when building openapi_extra

MATCHESSolution

Use this model for response validation — And you can do use Pydantic validation. Outcome: or use Depends() with Pydantic model.

MATCHESSolution

Define `id` as a non-input private attribute (hidden from validation/schema) and generate it server-side using `PrivateAttr` (with `default_factory` for dynamic defaults). Keep `name` as the only public validated input field; the endpoint can still accept the original model type for consistent validation of `name`.

MATCHESSolution

cat <<EOF — if you run this command. Tension: performed variable expansion on `$schema`. Outcome: cat <<EOF { "$schema": "https://json.schemastore.org/sarif-2.1.0.json" } EOF.

MATCHESSolution

Force 20 metadata key/value pairs on creation and confirm they appear in the resulting Event

MATCHESSolution

You can safely ignore the error or turn the error off in VSCode settings. — VSCode seems to misinterpret this syntax combination. Tension: disabling validation in VSCode is only a workaround, not a true solution. Outcome: You can safely ignore the error or turn the error off in VSCode settings.

MATCHESSolution

Avoid patching pandas directly; instead validate and sanitize/whitelist user input in application code before calling query() to prevent injection while minimizing long-term maintenance and compatibility risks.

MATCHESSolution

Only allow specific file types (JPG, PNG) and impose size limits (OWASP) — Input Validation and Sanitization. Tension: prevent injection attacks. Outcome: Validate and sanitize all uploaded images.

MATCHESSolution

Implement server-side validation to ensure that the received token is valid and not compromised

MATCHESSolution

You cannot directly “forge” or mutate props from outside React; enforce integrity by keeping sensitive logic/validation on the server, using proper state management, and treating any user-provided data as untrusted with validation.

MATCHESSolution

you need to pass a validation function.

MATCHESSolution

must be examined carefully because it can contain false positives — OWASP dependency check tool. Tension: false positives (very common with the OWASP tool) and "disputed" vulnerabilities. Outcome: must be examined carefully.

MATCHESSolution

Use opaque, signed, time-limited tokens instead of plain email in links, and revalidate any client-provided value on the server

MATCHESSolution

I don't think there's anything wrong with just adding CSRF tokens to any form though — any form. Tension: it means that you don't really have to think about whether it's useful or not. Outcome: you don't really have to think about whether it's useful or not.

MATCHESSolution

Regularly checking your codebase against common vulnerabilities — by utilizing OWASP, CWE, etc. Tension: security score might not be sufficient for tomorrow.

MATCHESSolution

use `Seqlelize.Op.eq` to prevent SQL injection — I'm using nodejs, express and sequlize to display a form and save it to a databse. Tension: or should some other technique (such as normalize) also be used? Outcome: Also is there something else I need to watch out for?

MATCHESSolution

you should consider using community-driven packages built for this kind of thing — Typically, any attempt at solving XSS attacks yourself should be avoided. Tension: they will find these pseudo-protocol calls. Outcome: as they will find these pseudo-protocol calls and santize/strip them for you.

MATCHESSolution

another solution that is to implement a service that query data from workspace-service and use it to validate — I want to implement authorization logic that check if a user has access to a particular cloud instance. Tension: the drawback of this solution. Outcome: I would use 2nd solution with longer token lifespan to not generate it so often.

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