What bug reports means
Finding problems with your product reported in public — in a thread, an issue on someone else’s repository, or a complaint that never became a support ticket.
GitHub · Bug reports
Monitor GitHub for bug reports
Issues and discussions on other people’s repositories, where your tool gets named as the thing that broke — and where almost nobody else is looking.
[01] THE JOB/ BUG REPORTS
What it looks like on GitHub
This is the highest-value cell in the matrix and the one most competitors skip entirely. Your users file issues on their own repositories, in dependency threads, in discussions about a workaround — and they name your tool, quote your error strings, and paste your output. None of it reaches your support queue, because they were not talking to you. What makes GitHub uniquely good for this is specificity: a bug report here comes with a version number, a stack trace and a reproduction, because that is the culture of the platform.
What GitHub will not give you
GitHub rewards a technical answer and punishes a marketing one. This is the platform where the reply register matters most — FishOut drafts in a technical register here and still never posts for you.
What FishOut collects from GitHub
Issues and pull requests whose title or body matches, with the repository name attached.
[02] WHAT TO TRACK/ KEYWORDS
Keyword shapes for bug reports on GitHub
A keyword tuned for this job on another platform is usually silent here, because the same person writes differently in each place. The example beneath is read the way FishOut reads one: a relevance bar and the label it would carry.
keywords · github
your package, CLI or binary name
The exact string that appears in a lockfile, an import or a stack trace — which is often not your company name. This is the single highest-value keyword a developer tool can watch.
your error strings
The literal messages your software emits when it fails. Nobody else can watch this keyword because nobody else knows the strings, and it finds the bugs that never became issues.
your name plus workaround language
"patch", "workaround", "monkey patch", "fork". Someone working around your bug in public is a bug report with a diagnosis attached.
GitHub — issue on a third-party repo88Pinning acmemail-sdk to 2.3.1 — 2.4 throws ETIMEDOUT on any thread with more than 40 messages. Filed upstream but no response yet.
Has a problem[03] HOW TO SET IT UP/ VIEWS & ROUTING
The configuration that works here
A relevance floor of 50 on a channel engineering already reads, with no reply drafted. A low floor is right here because a vaguely-worded bug report is still a bug report, and reading a false positive costs far less than missing a regression. Write the agent this cell needs: when a brand post on GitHub is labelled Has a problem, assign it to on-call and send it to the engineering webhook. Describe a “Bug report” label if you want a narrower trigger than Has a problem.
And what to do with what arrives
To engineering, with no reply drafted. Write an agent: when a brand post is labelled Has a problem or Complaint, or a label you describe such as "Bug report", assign it to an engineer and send it to a webhook — a tracker, not a brand-voice answer.
[04] THE COMMON MISTAKE/ AVOID THIS
Watching the company name instead of the package name
Your company name barely appears on GitHub. What appears is the string in the lockfile, the import, the binary and the stack trace — and if those differ from your brand, which they usually do, a brand keyword returns almost nothing and the conclusion drawn is that GitHub has no signal. It has the best signal of any platform for a developer tool; it is just indexed under a different name.
Questions
Run it from your assistant: Public bug reports to issues.
Other jobs on GitHub
Bug reports on other platforms
Reddit
Bluesky24 of a possible 40. A job and a platform only make a page when the intersection has something true of it alone.