RubricLoop
Rubric-driven evaluation for AI agents. Executable criteria, code and model judges, and inspectable trace reports.
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GITHUB · launched Oct 20, 2026 · 23 upvotes (top 52%) · 0 views
Niche: ai agent evaluation platforms · 182 launches, 8 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- agent-evaluation
- data-quality
- human-in-the-loop
- llm-evaluation
- python
- rubrics
Visit website ↗ Source listing ↗
More like this: all 182 launches in ai agent evaluation platforms →
Could you build this?
Yes An evaluation harness with executable rubrics, LLM-as-judge and code judges, and HTML trace reports is a standard web app plus API calls to model providers. A solo builder can vibe-code this in weeks.
Competitors
Other products that read as similar to this one : 4996 launches clear the similarity bar, closest 8 shown.
Attention rank: #2635 of 4997 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 356 days after the earliest competitor.
- Rubric AI · yc · 2026-03-11 · 15 upvotes · similarity 0.80
- agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.70
- rsi_eval · github · 2026-10-12 · 71 upvotes · similarity 0.69
- openeval · github · 2026-09-11 · 68 upvotes · similarity 0.66
- rStation · hn · 2026-10-16 · 60 upvotes · similarity 0.66
- Agent37: The cheapest AI sandbox · yc · 2026-11-11 · 9 upvotes · similarity 0.65
- FrontierScholar · github · 2026-11-04 · 24 upvotes · similarity 0.65
- Fulcrum: The Agentic Debugger for AI Systems · yc · 2026-02-07 · 4 upvotes · similarity 0.65
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.