nudi
Find reward hacks and grader flaws in Harbor RL environments.
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.
GITHUB · launched Nov 6, 2026 · 54 upvotes (top 59%) · 0 views
Niche: ai benchmarking platforms · 145 launches, 4 in the last 7 days ▼ -56% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 145 launches in ai benchmarking platforms →
Could you build this?
Partial A UI and harness for running agents against Harbor environments and reporting suspected grader flaws is vibe-codeable, but finding real reward hacks requires genuine RL-evaluation expertise to judge what counts as a flaw.
What it would actually take: Build a runner that executes Harbor RL tasks in sandboxes, then use LLM-based agents to attempt exploits and static analysis to flag weak graders, with a dashboard for triage. The hard part is designing adversarial probes and validating findings so they are real exploits, not false positives, which requires RL and benchmark-design expertise plus compute to run many trials.
Competitors
Other products that read as similar to this one : 3697 launches clear the similarity bar, closest 8 shown.
Attention rank: #2138 of 3698 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 373 days after the earliest competitor.
- REx-skill · github · 2026-09-23 · 96 upvotes · similarity 0.59
- PwnPad · hn · 2026-08-27 · 5 upvotes · similarity 0.55
- Permanent Underclass · hn · 2026-02-24 · 6 upvotes · similarity 0.55
- grand-tour-rpocket · github · 2026-11-05 · 60 upvotes · similarity 0.55
- nukerat · github · 2026-11-06 · 79 upvotes · similarity 0.54
- blazing-rust · github · 2026-11-07 · 12 upvotes · similarity 0.53
- skills · github · 2026-10-14 · 14 upvotes · similarity 0.53
- Skill-up · hn · 2026-07-30 · 5 upvotes · similarity 0.53
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.