Prompt
I'm building a product with lots of endpoints and need reusable API test cases
Latest observation
Sep 30, 2026
OpenAI APIWeb search: off
A good way to make API tests reusable across lots of endpoints is to split them into generic test patterns plus endpoint-specific data.
Reusable API test case patterns
1. Smoke test
Verify the endpoint responds and the basic contract is intact.
- Expected:
200/201/204 - Response time under threshold
- JSON shape matches schema
2. Authentication test
Check access control.
- No token →
401 - Invalid token →
401 - Valid token → success
3. Authorization test
Ensure permissions are enforced.
- User role A cannot access role B resource →
403
4. Validation test
Verify input rules.
- Missing required field →
400 - Wrong type →
400 - Invalid format →
400 - Boundary values → accepted/rejected as expected
5. CRUD lifecycle test
For resources that support it:
- Create
- Read
- Update
- Delete
- Confirm deletion
6. Pagination / filtering / sorting test
If the endpoint supports query params:
- Default page size
- Page boundary
- Invalid page number
- Filter returns only matching records
- Sort order is correct
7. Error handling test
Check standardized error responses.
- 404 on missing resource
- 409 on duplicate
- 422 on semantic validation failure
- Error body contains code/message/details
8. Idempotency test
For PUT/PATCH/DELETE or idempotency keys:
- Repeat request produces expected outcome
- No duplicate side effects
9. Rate limit / throttling test
- Exceed request threshold →
429 - Retry headers present if applicable
10. Contract/schema test
- Required fields present
- Field types correct
- Nullable vs non-nullable respected
- Response doesn’t contain unexpected breaking changes
A reusable template for each endpoint
You can standardize each test case with:
- Endpoint
- Method
- Preconditions
- Request
- Expected status
- Expected headers
- Expected body/schema
- Assertions
- Cleanup
Example:
test_case:
name: "POST /users - creates user"
method: POST
endpoint: /users
preconditions:
- authenticated as admin
request:
body:
name: "Alice"
email: "alice@example.com"
expected:
status: 201
body:
contains:
- id
- name
- email
schema: user ստեղծed schema
cleanup:
- delete created user
Best practices for reusability
Parameterize inputs
Use data-driven tests so the same test runs for many endpoints.
- Different payloads
- Different roles
- Different resource IDs
- Different expected codes
Define shared assertions
Create helpers like:
assertSuccessResponse()assertErrorResponse(code)assertSchemaMatches(schemaName)
Use fixtures/factories
Generate valid and invalid payloads consistently:
- valid user
- invalid email
- missing required field
- oversized string
Organize by behavior, not only endpoint
For example:
auth.specvalidation.specpagination.speccrud.spec
Maintain endpoint metadata
A small catalog per endpoint helps auto-generate tests:
- allowed methods
- auth requirements
- required fields
- pagination support
- schema name
Example reusable test matrix
| Test Type | GET | POST | PUT | PATCH | DELETE |
|---|---|---|---|---|---|
| Auth required | ✅ | ✅ | ✅ | ✅ | ✅ |
| Schema validation | ✅ | ✅ | ✅ | ✅ | ✅ |
| Missing resource | ✅ | ❌ | ✅ | ✅ | ✅ |
| Authorization | ✅ | ✅ | ✅ | ✅ | ✅ |
| Idempotency | ❌ | ❌ | ✅ | ✅ | ✅ |
| CRUD flow | ⚪ | ✅ | ✅ | ✅ | ✅ |
If you want maximum reuse
Consider:
- OpenAPI/Swagger-driven testing
- Postman/Newman collections
- pytest + parametrization
- REST Assured + data providers
- Karate for DSL-style reusable scenarios
- Schemathesis for property-based API testing from OpenAPI
If you want, I can generate:
- a reusable API test case template,
- a test matrix for common endpoint types, or
- a sample test suite in Postman / pytest / Karate.