Nicheloom visits: 58,094 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

TriageKit

Security triage for pull requests, repositories & web apps

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

TriageKit is an open-source Python security platform for GitHub pull-request triage, repository scanning, and authorized web assessments. It combines static and heuristic analysis, risk scoring, Python/JavaScript/TypeScript taint analysis, OSV dependency intelligence, finding correlation, and AI-assisted security reasoning. Use it through a CLI, FastAPI dashboard, or optional React UI, with JSON reports and OpenAI-compatible providers—including local Ollama models or Nvidia Nim.

PH · launched Nov 13, 2026 · 1 upvote (top 65%) · 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 feature
  • Commercial product
  • Open Source
  • Developer Tools
  • GitHub
  • Security

Visit website ↗ Source listing ↗

Could you build this?

Partial The PR triage, dependency lookup, and reporting UI are buildable, but accurate taint analysis and low-false-positive security scoring require specialized static-analysis and security expertise.

What it would actually take: The surrounding platform (GitHub integration, OSV queries, dashboards, LLM-assisted explanations) is standard to build. The hard part is the taint-analysis engine across Python, JavaScript, and TypeScript, which needs AST/control-flow and data-flow analysis, source/sink modeling, and interprocedural tracking, plus tuning to keep false positives tolerable. Existing engines like Semgrep or CodeQL can be integrated rather than rebuilt, but a credible product needs an appsec engineer to validate findings.

Competitors

Other products that read as similar to this one : 62 launches clear the similarity bar, closest 8 shown.

Attention rank: #35 of 63 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 375 days after the earliest competitor.

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.