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DebtDrone
Autonomous technical debt hunting with AI-generated PRs
DebtDrone autonomously scans your repositories across GitHub, GitLab, and Azure DevOps to find technical debt — then prioritizes it by real business and engineering impact, not just linter noise. Instead of adding another item to a backlog nobody triages, DebtDrone opens AI-generated pull requests to fix the highest-impact issues directly. Built for engineering teams who'd rather review a PR than manage a debt spreadsheet.
Hey Product Hunt 👋
I built DebtDrone because every engineering team I've worked with had the same problem: technical debt everyone agrees is a priority, and nobody has time to actually fix.
DebtDrone scans your repos, ranks debt by what's actually slowing your team down, and opens AI-generated PRs to fix the highest-impact stuff — so instead of adding to a backlog, you just review and merge.
It's live now at debtdrone.net. Would genuinely love your feedback — especially if you try it on a real repo and something feels off. I'll be in the comments all day.
About DebtDrone on Product Hunt
“Autonomous technical debt hunting with AI-generated PRs”
DebtDrone was submitted on Product Hunt and earned 14 upvotes and 10 comments, placing #87 on the daily leaderboard. DebtDrone autonomously scans your repositories across GitHub, GitLab, and Azure DevOps to find technical debt — then prioritizes it by real business and engineering impact, not just linter noise. Instead of adding another item to a backlog nobody triages, DebtDrone opens AI-generated pull requests to fix the highest-impact issues directly. Built for engineering teams who'd rather review a PR than manage a debt spreadsheet.
On the analytics side, DebtDrone competes within SaaS, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how DebtDrone performed against the three products that launched closest to it on the same day.
Who hunted DebtDrone?
DebtDrone was hunted by Endri Lickollari. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of DebtDrone including community comment highlights and product details, visit the product overview.
Endri Lickollari