Nurbak
AI pentester for your code, on its own model
Details
- External ID
- 1260156
- Source
- PH
- Company
- —
- Product
- Nura
- Website domain
- producthunt.com
- Launched
- Sept. 26, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- Developer Tools, Artificial Intelligence, Security
- Fetched at
- Sept. 28, 2026, 1:01 a.m.
- Updated at
- Sept. 28, 2026, 1:01 a.m.
Description
Nurbak is an AI pentester for your code. Connect GitHub and our own self-hosted model reads your repo like an attacker would: secrets (even in git history), IDOR, injection and vulnerable dependencies. Each finding can be fixed with a Pull Request. Product Hunt offer: 3 free fix PRs instead of 1.
Enrichment
- Theme
- ai cybersecurity and penetration testing
- Vertical
- Security
- Function
- Agent / copilot
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai penetration testing tool for source code
- Manually corrected
- False
Could you build this?
Partial Connecting GitHub webhooks and parsing pull requests is standard, but hosting and fine-tuning a custom security model that reliably discovers zero-days and non-trivial vulnerabilities like IDOR without overwhelming false positives is difficult.
What it would actually take: The architecture requires a GitHub App backend (FastAPI/Node.js) orchestrating static analysis (AST parsing via tree-sitter, Semgrep) integrated with a specialized fine-tuned LLM hosted on GPU infrastructure (vLLM/TGI). The hard parts are context-window management across large polyglot codebases, data-flow taint analysis, and minimizing false positives to generate actually compilable security fix PRs.
Competitors
Other products that read as similar to this one — 32 launches clear the similarity bar, closest 8 shown.
Attention rank: #7 of 33 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 320 days after the earliest competitor.
- AI Employee · ph · 2026-09-20 · 1 upvotes · similarity 0.39
- Dev Sec · ph · 2026-09-24 · 1 upvotes · similarity 0.36
- HOG3 Security · ph · 2026-09-08 · 3 upvotes · similarity 0.36
- We built an AI Agent to reproduce bugs · hn · 2026-04-14 · 12 upvotes · similarity 0.35
- TestMyVibe · ph · 2026-09-18 · 1 upvotes · similarity 0.34
- NurIA by Kuatrinova · ph · 2026-09-15 · 1 upvotes · similarity 0.34
- HOG3 · ph · 2026-09-10 · 3 upvotes · similarity 0.34
- Decawork · ph · 2026-08-24 · 330 upvotes · similarity 0.34
Other launches for this product
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.