ShipSpec
Practice catching what AI gets wrong
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AI writes the code now. Practice catching what it gets wrong in plans and code, with real scenarios and the same marking every time.
PH · launched Nov 1, 2026 · 1 upvote (top 64%) · 0 views
Niche: automated code review tools · 193 launches, 8 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- Education
- Artificial Intelligence
- Tech
Visit website ↗ Source listing ↗
Could you build this?
Yes Scenario-based quizzes with rubric scoring are a standard e-learning app that can be vibe-coded, using an LLM to grade if needed.
Competitors
Other products that read as similar to this one : 303 launches clear the similarity bar, closest 8 shown.
Attention rank: #171 of 302 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 365 days after the earliest competitor.
- Midwater · ph · 2026-10-19 · 2 upvotes · similarity 0.58
- AI Code Review: Catch Bugs Before Your · ph · 2026-10-08 · 1 upvotes · similarity 0.53
- AI writes code · hn · 2026-02-21 · 8 upvotes · similarity 0.48
- claude-io-guard · github · 2026-09-27 · 8 upvotes · similarity 0.45
- ShipSnag · ph · 2026-10-29 · 1 upvotes · similarity 0.45
- confess · github · 2026-10-21 · 101 upvotes · similarity 0.45
- Progress AI Observability · ph · 2026-08-07 · 168 upvotes · similarity 0.45
- Debug Faster with AI:Practical Developer · ph · 2026-10-08 · 1 upvotes · similarity 0.44
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.