Ingot, evidence-gated optimization and version control for agent skills
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.
HN · launched Jul 22, 2026 · 7 upvotes (top 60%) · 0 views
Niche: ai agent evaluation platforms · 182 launches, 8 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 182 launches in ai agent evaluation platforms →
Could you build this?
Yes This is an agent evaluation and version-control CLI tool that wraps LLM calls, parses benchmark outputs, and gates file updates based on test metrics.
Discussion
2 comments analyzed.
Competitors
Other products that read as similar to this one : 4365 launches clear the similarity bar, closest 8 shown.
Attention rank: #2490 of 4366 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 266 days after the earliest competitor.
- Skill-up · hn · 2026-07-30 · 5 upvotes · similarity 0.73
- skillbox · github · 2026-09-17 · 222 upvotes · similarity 0.69
- Quibbler · hn · 2025-10-31 · 114 upvotes · similarity 0.68
- Sentry · github · 2026-10-02 · 65 upvotes · similarity 0.68
- nix-skills · github · 2026-09-22 · 8 upvotes · similarity 0.67
- Agent-skills-eval · hn · 2026-05-07 · 79 upvotes · similarity 0.67
- awesome-agent-hardening · github · 2026-09-29 · 8 upvotes · similarity 0.67
- research_skills · github · 2026-10-26 · 36 upvotes · similarity 0.66
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.