PathToShip
Find out if your AI-built app is production-ready
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Paste a GitHub URL or ask Claude or ChatGPT. A 0–100 production-readiness score across security, scalability and infra in about 30 seconds, every finding shown, no signup. Fixed it? Ask "did my fix work?" $99 ASSESS adds the fix plan and a NotebookLM kit.
PH · launched Nov 10, 2026 · 3 upvotes (top 7%) · 0 views
Niche: automated software testing tools · 185 launches, 12 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI feature
- Commercial product
- Developer Tools
- Security
- Vibe coding
Visit website ↗ Source listing ↗
More like this: all 185 launches in automated software testing tools →
Could you build this?
Yes It fetches a GitHub repo and runs an LLM rubric over the code to produce a score and findings, which is a straightforward wrapper around existing APIs and models.
Competitors
Other products that read as similar to this one : 222 launches clear the similarity bar, closest 8 shown.
Attention rank: #20 of 223 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 333 days after the earliest competitor.
- OkayToShip · ph · 2026-10-26 · 4 upvotes · similarity 0.55
- Defexity · ph · 2026-11-12 · 1 upvotes · similarity 0.52
- BuildBrief · ph · 2026-09-10 · 1 upvotes · similarity 0.49
- prodready · ph · 2026-10-13 · 1 upvotes · similarity 0.46
- Vibe Check for AI-Built Apps · ph · 2026-09-21 · 3 upvotes · similarity 0.45
- Premortem · ph · 2026-11-02 · 1 upvotes · similarity 0.44
- Rational AI · ph · 2026-09-28 · 1 upvotes · similarity 0.44
- AI Engineer Roadmap 2027 · ph · 2026-09-12 · 1 upvotes · similarity 0.43
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.