Why BugDNA?

Production logs often show many versions of the same underlying failure:

NullPointerException: user 17 has no profile

NullPointerException: user 42 has no profile

NullPointerException: user 91 has no profile

The messages are different, but the root problem may be the same. Timestamps, request IDs, user IDs, and line numbers can make repeated failures look unrelated.

BugDNA solves this by creating a stable fingerprint from the deepest exception type and normalised stack frames. It intentionally excludes volatile data such as

messages, line numbers, timestamps, request IDs, and user identifiers.

Result: repeated failures become easier to count, compare, discuss, and monitor.