OpenHack
OSS security scanner, 40x cheaper, on par with Opus 4.6
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HN · launched Jun 4, 2026 · 12 upvotes (top 35%) · 0 views
Niche: application and system security scanners · 260 launches, 34 in the last 7 days ▼ -6% · Explore this niche →
Category and tags
- Security
- Dev tools
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 260 launches in application and system security scanners →
Could you build this?
Partial The front-end and orchestrator wrapper are straightforward, but building a production-grade code security scanner matching frontier LLM accuracy requires custom taint analysis, AST parsing, and rigorous benchmark datasets.
What it would actually take: Requires tree-sitter or LSP-based static analysis combined with multi-step LLM verification pipelines to minimize false positives, along with an orchestration runner for large repositories. Achieving near-frontier model quality at 1/40th cost necessitates prompt distillation, smaller specialized fine-tuned models, and extensive benchmark validation against CVE datasets.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 1721 launches clear the similarity bar, closest 8 shown.
Attention rank: #591 of 1722 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 216 days after the earliest competitor.
- oss-scanner · github · 2026-10-08 · 866 upvotes · similarity 0.56
- Tblue · hn · 2026-08-24 · 15 upvotes · similarity 0.55
- oss-verify · github · 2026-10-22 · 71 upvotes · similarity 0.55
- ember · github · 2026-09-13 · 137 upvotes · similarity 0.54
- CG-Claude · github · 2026-10-10 · 232 upvotes · similarity 0.53
- teatime-os · github · 2026-09-15 · 14 upvotes · similarity 0.52
- LiberNT · github · 2026-10-14 · 14 upvotes · similarity 0.52
- linux-security-hardening · github · 2026-10-01 · 8 upvotes · similarity 0.52
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.