91% of developers use AI tools. Your repo is accumulating technical debt RIGHT NOW.
AI-Generated PRs Are Drowning Your Project. SlopBuster Is Your Lifeguard.
One in three new pull requests to open source projects is now AI-generated — and most of it is slop. SlopBuster triages the flood automatically so you can spend your energy on contributors who actually read your README.
AI slop is the new spam — and it's landing in your issue queue
The same tools that help developers ship faster are generating a tidal wave of low-effort, AI-assembled pull requests aimed at open source projects. You didn't sign up to review it.
A flood of AI slop PRs with no end in sight
Copy-pasted solutions from ChatGPT. Hallucinated API calls that don't exist in your codebase. Reformatted code with a one-line description pretending it's a contribution. AI slop PRs are indistinguishable from spam — except they each require your time and attention to close.
30% of new OSS pull requests are now AI-generated, up from under 5% in 2023
Maintainer burnout from reviewing AI junk
You started this project to build something worth using, not to spend your evenings closing half-baked AI submissions. Every slop PR you process is time stolen from features, bugs, and the contributors who actually care about your project's mission.
68% of OSS maintainers report that low-quality AI PRs are their #1 source of review fatigue
Genuine contributors get lost in the noise
When your notification inbox is full of AI slop, the thoughtful PRs from real contributors wait longer for feedback, feel less welcomed, and sometimes give up entirely. Bad contributions are crowding out good ones — and your community is shrinking as a result.
Genuine contributor response times increase 4x when AI PR volume exceeds 25% of submissions
Protect your project without burning yourself out
SlopBuster was built for this exact problem. It sits in front of your PR queue, triages every submission, and surfaces what deserves your attention — so you can maintain at a human pace again.
Instant Slop Detection on Every PR
SlopBuster analyzes every pull request the moment it opens — detecting AI generation patterns, hallucinated references, copy-paste drift, and effort signals. It posts a structured review comment so you know within seconds whether a PR is worth your time.
Merge Gates That Block the Worst Offenders
Configure Guardian to automatically block PRs that fall below your quality threshold — high AI density with no meaningful customization, missing tests, or flagged hallucination patterns. Slop never reaches your review queue in the first place.
Native GitHub Experience, No Extra Tooling
SlopBuster installs as a GitHub App and operates entirely within your existing workflow. Contributors see the review inline on their PR. You see a triage summary. No new dashboards, no extra sign-ins, no configuration files to maintain.
Reward Quality Contributions Automatically
SlopBuster's quality scoring gives you a principled basis for fast-tracking PRs from contributors with strong track records — and setting expectations clearly for new ones. Build a culture of quality without writing a manifesto.
Add SlopBuster in the time it takes to close one slop PR
Zero configuration. Zero cost for open source. Works the moment you install it.
Add SlopBuster to your repo
Install the SlopBuster GitHub App and grant it access to your repository. It's free for open source projects. No API keys, no config files, no CI changes — just a two-click install from the GitHub Marketplace.
AI reviews every incoming PR automatically
The moment a pull request opens, SlopBuster analyzes it for AI generation signals, hallucinated references, effort indicators, and code quality patterns. Results appear as a structured comment on the PR within seconds.
Slop contributions get flagged before you ever see them
Guardian can automatically label, hold, or close PRs that score below your quality bar — so you're not even notified about the junk. Set your threshold once and let SlopBuster handle the triage.
Focus on the PRs that deserve your energy
With slop filtered out, your remaining queue is the real work — thoughtful contributions from developers who read your docs, ran your tests, and actually want to help. That's the open source experience you signed up for.
Add SlopBuster to your repo
Install the SlopBuster GitHub App and grant it access to your repository. It's free for open source projects. No API keys, no config files, no CI changes — just a two-click install from the GitHub Marketplace.
AI reviews every incoming PR automatically
The moment a pull request opens, SlopBuster analyzes it for AI generation signals, hallucinated references, effort indicators, and code quality patterns. Results appear as a structured comment on the PR within seconds.
Slop contributions get flagged before you ever see them
Guardian can automatically label, hold, or close PRs that score below your quality bar — so you're not even notified about the junk. Set your threshold once and let SlopBuster handle the triage.
Focus on the PRs that deserve your energy
With slop filtered out, your remaining queue is the real work — thoughtful contributions from developers who read your docs, ran your tests, and actually want to help. That's the open source experience you signed up for.
Less slop. More signal. Better project.
Open source maintainers using SlopBuster report dramatic improvements in review efficiency and contributor experience within the first week.
of OSS PRs are now AI-generated
reduction in time spent on low-quality PRs
faster response to genuine contributors
for open source projects, always
Your contributors deserve better. So do you.
Add SlopBuster to your repository for free in two minutes. No credit card, no sales process, no configuration. It works immediately — and your first slop PR triage happens automatically.