To fix the issue, the test should parse the URL using urlparse and validate its hostname before checking its presence in the log messages. This ensures that the URL structure is correct and avoids substring matching errors. Specifically, the test should extract the hostname from the URL and verify that it matches the expected hostname (test.api.com) before proceeding with the log message check.
