Buildbox: Agent analytics for real user outcomes
Find the user-facing agent failures hidden behind successful traces and evals.
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YC · launched Aug 3, 2026 · 10 upvotes (top 65%) · 0 views
Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- B2B
- AI-native
- Commercial product
- Analytics
- Enterprise Software
- AI
Visit website ↗ Source listing ↗
More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Yes Agent analytics and evaluation dashboards represent a traditional modern web application pattern: receiving event traces via an SDK/webhook, storing them in a database, and displaying evaluation metrics in a frontend UI.
Competitors
Other products that read as similar to this one : 3600 launches clear the similarity bar, closest 8 shown.
Attention rank: #2250 of 3601 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 278 days after the earliest competitor.
- Ashr: Mimic Your Production Environment and Users to Catch Agent Fails · yc · 2026-02-27 · 9 upvotes · similarity 0.75
- agentcase-lab · github · 2026-11-04 · 185 upvotes · similarity 0.73
- agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.69
- Sentry · github · 2026-10-02 · 65 upvotes · similarity 0.67
- Composal: A swarm of agents that tests your product like real users · yc · 2026-10-30 · 23 upvotes · similarity 0.65
- I Have Been Clawed · hn · 2026-09-02 · 23 upvotes · similarity 0.64
- Fulcrum: The Agentic Debugger for AI Systems · yc · 2026-02-07 · 4 upvotes · similarity 0.64
- Open Bias · hn · 2026-04-28 · 21 upvotes · similarity 0.63
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.