VulnGPT
VulnGPT Autonomous Application Pentesting
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VulnGPT helps security teams and developers test web applications for vulnerabilities beyond the obvious. Built by NovaSecLabs, it focuses on authenticated testing, authorization flaws, multi-step workflows, and business-logic vulnerabilities—helping teams investigate how application behavior and access controls can fail across real user journeys.
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PH · launched Oct 28, 2026 · 1 upvote (top 67%)
- Security
- Agent / copilot
- B2B
- AI-native
- Commercial product
- SaaS
- Tech
- Security
Similar launches
See all 149 similar launches →Could you build this?
Partial The UI, scanning orchestration, and LLM agent loop are vibe-codeable, but finding authorization and business-logic flaws reliably requires deep security expertise that vibe coding alone won't supply.
What it would actually take: The orchestration layer (crawler, authenticated session handling, LLM-driven request planning, reporting UI) can be assembled with an AI assistant and existing HTTP and browser automation tools. The hard part is the vulnerability logic: modeling multi-step workflows and authorization state, avoiding false positives, and safely executing destructive tests. That needs experienced application security researchers and a large corpus of validated test cases to tune against.
Competitors
Other products that read as similar to this one : 149 launches clear the similarity bar, closest 8 shown.
Attention rank: #70 of 150 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 344 days after the earliest competitor.
- Web-Pentesting-Skills · github · 2026-09-11 · 8 upvotes · similarity 0.50
- Vulinder · ph · 2026-10-23 · 1 upvotes · similarity 0.50
- Super Pentest · ph · 2026-10-18 · 1 upvotes · similarity 0.47
- PentestPi · github · 2026-09-09 · 15 upvotes · similarity 0.46
- pentest-projects-discovery · github · 2026-10-10 · 19 upvotes · similarity 0.46
- CVE-2026-106173 · github · 2026-10-20 · 16 upvotes · similarity 0.46
- vulnerator-ai · github · 2026-10-15 · 16 upvotes · similarity 0.46
- PenTool · ph · 2026-10-20 · 1 upvotes · similarity 0.45