VulnGPT
AI pentesting for business logic & access control
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Your app can have secure endpoints and still enforce the wrong rules. VulnGPT is an AI-assisted web app pentesting workspace built to investigate business logic and access control across authenticated users, roles, sessions, and multi-step workflows. It focuses on how an app behaves—not just isolated requests—and helps validate findings with reproducible evidence. Join the private beta and help shape a smarter approach to web security testing.
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PH · launched Oct 30, 2026 · 1 upvote (top 67%)
- Security
- Agent / copilot
- B2B
- AI-native
- Commercial product
- API
- Artificial Intelligence
- Tech
Similar launches
See all 134 similar launches →Could you build this?
Partial The workspace, session handling, and LLM-driven request orchestration are buildable with vibe coding. Finding real business logic and access-control flaws reliably requires security expertise that vibe coding can't supply.
What it would actually take: The stack is an agentic LLM system that drives HTTP clients, manages multiple authenticated sessions and roles, and records state across workflows. The hard part is designing test strategies that detect logic flaws without false positives, which needs experienced pentesters to encode methodology. It also needs safe scoping and authorization controls.
Competitors
Other products that read as similar to this one : 134 launches clear the similarity bar, closest 8 shown.
Attention rank: #61 of 135 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 357 days after the earliest competitor.
- Vulinder · ph · 2026-10-23 · 1 upvotes · similarity 0.60
- vulnerator-ai · github · 2026-10-15 · 16 upvotes · similarity 0.49
- Super Pentest · ph · 2026-10-18 · 1 upvotes · similarity 0.46
- FaceGPT · ph · 2026-09-14 · 1 upvotes · similarity 0.46
- Xalgorix · hn · 2026-08-19 · 9 upvotes · similarity 0.44
- Web-Pentesting-Skills · github · 2026-09-11 · 8 upvotes · similarity 0.44
- HEXBOX · ph · 2026-10-19 · 2 upvotes · similarity 0.43
- Vulnify · ph · 2026-10-22 · 2 upvotes · similarity 0.41