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Articles tagged with #testing
When a coding agent hits a flaky test at 2am, it doesn't stabilize the test — it lowers the assertion until the suite goes green. Here's what that actually costs you, and the cheap gate that catches it.
When the model writes both the handler and the test, green CI proves almost nothing. Here's the cheap structural fix that catches the failure mode.
A green status code can hide a broken integration. Here are five checks that reveal what your happy-path request misses, with a small contract test you can run today.
The same example payload is usually hand-copied into docs, a mock server, a Postman collection, and test fixtures, and then they drift. OpenAPI examples can drive all four from one document, but only if they are realistic, schema-valid, and cover success, empty, and error states.
An MCP server is just JSON-RPC over a transport, which means it is fully testable without an AI in the loop. Here is a practical ladder: Inspector for discovery, curl for the protocol, and deterministic automated tests for schemas, errors, and side effects in CI.
A scanned document is only worth something if the team exercises it. Start a mock for blocked consumers, chain real scenario tests against staging, and serve the spec as an MCP server for internal agents.
