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Tired of noisy SAST tools? SecShield AI runs a high-sensitivity scanner on every Pull Request, uses AI to filter out false positives with context-aware triage, and comments directly on the PR with exact auto-remediation code fixes.
Hi Product Hunt community! 👋
I'm Guilherme, the creator of SecShield AI.
As developers, we all know how critical code security is. However, traditional security scanners (SAST) often feel like they are working against us. They generate hundreds of warnings, and a huge percentage of those are false positives (such as mock keys in tests, local env vars, or harmless string concatenations).
This leads to "alert fatigue" — developers eventually stop checking the warnings, and real vulnerabilities slip into production.
I built SecShield AI to change that.
SecShield AI sits in your GitHub Pull Requests and acts like a friendly, automated Staff AppSec Engineer:
1. 🔍 It runs a super-fast, high-sensitivity regex engine to catch potential threats.
2. 🤖 It passes every flag to Gemini 2.5 Flash to perform context-aware triage. If it's a false positive (like a password in a test file), it silently discards it.
3. 💡 If the threat is real, it writes a review comment on the PR explaining the risk and provides the EXACT, copy-pasteable, safe code correction (Auto-Remediation).
4. 🚦 It blocks or allows the code merge by setting the commit status check.
We are currently in Beta and offering early access. I'd love to hear your feedback! What security rules should we add next? How can we make code reviews even safer for your teams?
Let's secure some code! 🛡️
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About SecShield AI on Product Hunt
“AI AppSec Engineer for GitHub Pull Requests”
SecShield AI was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #149 on the daily leaderboard. Tired of noisy SAST tools? SecShield AI runs a high-sensitivity scanner on every Pull Request, uses AI to filter out false positives with context-aware triage, and comments directly on the PR with exact auto-remediation code fixes.
SecShield AI was featured in Developer Tools (515.4k followers), Artificial Intelligence (473.1k followers) and Security (2.7k followers) on Product Hunt. Together, these topics include over 185.5k products, making this a competitive space to launch in.
Who hunted SecShield AI?
SecShield AI was hunted by Guilherme Setton de Carvalho Bittencourt. 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.
Want to see how SecShield AI stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Guilherme Setton de Carvalho Bittencourt