This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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ShadowLoop AI
Autonomous background unit testing & auto-git commits.
An open-source background daemon that watches local workspaces via the Watchdog engine, fires unit test suites instantly on file-save, and autonomously auto-commits to Git ONLY on green validation passes. Zero-cost, lightweight developer productivity tool supporting dynamic path targeting and custom test flags (pytest, unittest).
Hey Product Hunt! 👋
I got tired of the constant context switching between writing code, running test commands, and managing manual Git commits during rapid development cycles.
So I built ShadowLoop AI under the Voxana AI ecosystem. It's a zero-cost, lightweight background daemon that watches your local workspace via the watchdog engine, fires your test suite on save, and auto-pushes to GitHub only when all your tests pass.
It's 100% open-source and now supports dynamic paths and custom test flags (pytest, unittest, etc.).
I’d love to get your honest feedback on the architecture, handling of debounce, or any feature requests you want to see added next! 🛠️
About ShadowLoop AI on Product Hunt
“Autonomous background unit testing & auto-git commits.”
ShadowLoop AI was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #111 on the daily leaderboard. An open-source background daemon that watches local workspaces via the Watchdog engine, fires unit test suites instantly on file-save, and autonomously auto-commits to Git ONLY on green validation passes. Zero-cost, lightweight developer productivity tool supporting dynamic path targeting and custom test flags (pytest, unittest).
On the analytics side, ShadowLoop AI competes within Productivity, Open Source and GitHub — topics that collectively have 764.9k followers on Product Hunt. The dashboard above tracks how ShadowLoop AI performed against the three products that launched closest to it on the same day.
Who hunted ShadowLoop AI?
ShadowLoop AI was hunted by Hannan Rajpoot. 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 ShadowLoop AI including community comment highlights and product details, visit the product overview.
Hannan Rajpoot