PR Quality Filter & Bounty Management Dashboard

A platform that helps open-source maintainers manage bug bounties and pull requests by filtering out low-quality submissions, bot spam, and detecting malware. Automately scores PRs and manages payouts. Target: open-source project maintainers struggling with spam contributors.

Open-source maintainer burnout is a documented problem, and the rise of AI-generated code submissions has made low-quality PR spam materially worse in the past two years — projects like curl and others have publicly complained about LLM-generated junk flooding their queues. No clear incumbent owns this specific intersection of PR triage and bounty management, though Algora and Gitcoin touch adjacent bounty-payout workflows without the spam-filtering angle. The $1k–5k/mo revenue band is realistic only if pricing is per-project or per-maintainer seat, since most open-source maintainers have near-zero budget and would expect this free; the viable customer is a company-backed OSS project or a foundation, not an individual maintainer. The single most likely failure mode is that the addressable market of maintainers who both run bounty programs *and* pay for tooling is too small to sustain even modest MRR, leaving growth dependent on a handful of large foundation contracts that are slow and painful to close.