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).
I got tired of doing the same recon for the 1000th time. So I built an AI agent that does it for me and it turned out to find real bugs. In the wild: OTP bypasses, IDORs exposing millions of records, leaked credentials, Cloudflare WAF bypasses, RBAC privilege escalation, S3 misconfigurations. Full workflow: recon → exploitation → reporting. Autonomous, but with real guardrails (scope validation, blocklists, audit logs). For bug bounty hunters and pentesters. Solo built.
Hey Product Hunt 👋
Solo maker here. Quick honest pitch on what this is and what it isn't.
WHY I BUILT IT
I was doing bug bounty on the side and burning out — not on the bugs
(those are fun), but on the 4 hours of recon and scanning before I
could even start thinking. So I built an AI agent to handle the boring
80%. It turned into something bigger than I expected.
WHAT IT DOES
You point it at a target. It does recon, vulnerability scanning,
exploitation attempts, and writes a clean report. You review and
submit. Fully autonomous, but you stay in control.
WHAT IT'S FOUND (real findings, real targets)
→ OTP bypass on an auth flow
→ IDOR exposing editorial data across millions of records
→ Exposed credentials in publicly accessible sources
→ Cloudflare WAF evasion on protected endpoints
→ RBAC privilege escalation (low-priv user → admin actions)
→ S3 bucket misconfigurations leaking internal data
Most of these are mid-to-high severity bugs that a solid hunter would
find except the agent does it in 30 minutes, 24/7, in parallel on
multiple targets.
WHAT I'M HONEST ABOUT
→ It's not god-tier. It works at the level of a strong intermediate-
to-senior hunter, not Orange Tsai. Yet.
→ Some targets it crushes, others it misses things a human would
catch on instinct.
→ Pricing isn't finalized. PH users get extended access in exchange
for honest feedback.
ON THE LEGAL/ETHICAL SIDE
I know "autonomous offensive AI" raises eyebrows. So I built real
guardrails, not theater:
→ Mandatory authorization declaration per mission (user states they
have permission, with framework: bug bounty program / own asset /
lab / written authorization)
→ Hard blocklists for sensitive targets (government, healthcare,
critical infrastructure, banks)
→ Scope validation against HackerOne / Bugcrowd / Intigriti programs
→ Immutable audit logs of every action
→ Rate limits and kill switches
This isn't a tool for script kiddies. It's for people doing legitimate
security work.
WHAT I'M LOOKING FOR
→ Honest feedback from hunters and pentesters
→ Ideas for what to find next
→ Brutal criticism on what's missing or broken
DMs open. Ask me anything in the comments including the hard stuff.
Thanks for checking it out 🙏
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About Sentinelle on Product Hunt
“Autonomous offensive security, powered by AI”
Sentinelle was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #85 on the daily leaderboard. I got tired of doing the same recon for the 1000th time. So I built an AI agent that does it for me and it turned out to find real bugs. In the wild: OTP bypasses, IDORs exposing millions of records, leaked credentials, Cloudflare WAF bypasses, RBAC privilege escalation, S3 misconfigurations. Full workflow: recon → exploitation → reporting. Autonomous, but with real guardrails (scope validation, blocklists, audit logs). For bug bounty hunters and pentesters. Solo built.
Sentinelle was featured in SaaS (42.1k followers), Artificial Intelligence (469.1k followers) and Tech (624k followers) on Product Hunt. Together, these topics include over 301.3k products, making this a competitive space to launch in.
Who hunted Sentinelle?
Sentinelle was hunted by Chris. 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 Sentinelle stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Chris