My first instinct was to just say 'parse the response and store it in a variable' and I think I undersold the answer for a minute there.
Start by diagnosing the root cause: the hard-coded ID breaks the dependency chain because downstream requests don't use the dynamic ID from the first response. Then propose a fix that captures and propagates the dynamic ID through the chain, such as using a variable or context object, and validate the solution by testing the full sequence.
Pro tip: Emphasize idempotency and error handling: even after fixing the ID, ensure each request can be safely retried without side effects, and add logging to trace the ID flow. This shows you think beyond the immediate bug.
Explain that the hard-coded ID is the issue because it doesn't match the dynamically generated ID from the first request, causing subsequent requests to fail.
Describe how to extract the ID from the first request's response and store it in a variable or context that can be passed to subsequent requests.
Modify each subsequent request to use the captured ID instead of the hard-coded value, ensuring the dependency chain is correctly linked.
Run the full chain to confirm all requests succeed, and add tests to prevent regression, such as unit tests for ID propagation.
Implement error handling and retries with idempotency keys to handle transient failures, and log the ID flow for debugging.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.