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Claude + Honeybadger is like peanut butter and chocolate. I got a Honeybadger alert, and asked Claude, "find out what's going on with [HB error URL]". It did its MCP thing, figured out and fixed the problem, and included this tidbit in the analysis:

What makes this work is that the error already carries the context. Handing over a stack trace plus the real request params beats describing the bug in prose, because you skip the step where you accidentally hand over your own theory too.