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CamLabs.ai
Local-first code auditor with Roast!
CamLabs builds local-first AI software that runs on your own machine. Flagship: Sentinel AI, a hostile on-device security auditor for Flutter/Dart. Plus CaratCam gem & metal valuation.
Hey Product Hunt! 👋
I'm the creator of Sentinel AI. I built this because I grew tired of modern developer utilities requiring non-stop cloud infrastructure, telemetry tracking, and invasive account setups just to scan a local codebase. Sentinel is entirely local-first—built natively in Flutter/Dart with zero server dependencies. Your code never leaves your machine.
To celebrate our launch here, I’ve hardcoded a fall-through offline validation sequence directly into the client binaries for the community.
You can completely bypass the production flow and unlock the full Beta tier instantly. Just download the macOS DMG or Windows ZIP from our channel and enter any token in this range:
SENTINEL-BETA-1001 through SENTINEL-BETA-1050
These are fully functional local tokens active until August 1, 2026.
Check out our dark-mode gargoyle demo layout and snag the direct download links over on our channel page: https://www.youtube.com/@CamlabsAI
I'd love to get your thoughts on "Roast Mode," how the trackpad haptics feel when you get called out for a security flaw, and the overall local pipeline performance! What should we make it roast next?
About CamLabs.ai on Product Hunt
“Local-first code auditor with Roast!”
CamLabs.ai was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #153 on the daily leaderboard. CamLabs builds local-first AI software that runs on your own machine. Flagship: Sentinel AI, a hostile on-device security auditor for Flutter/Dart. Plus CaratCam gem & metal valuation.
On the analytics side, CamLabs.ai competes within Privacy, Developer Tools and Artificial Intelligence — topics that collectively have 995.8k followers on Product Hunt. The dashboard above tracks how CamLabs.ai performed against the three products that launched closest to it on the same day.
Who hunted CamLabs.ai?
CamLabs.ai was hunted by Bryon Hudson. 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 CamLabs.ai including community comment highlights and product details, visit the product overview.
Bryon Hudson