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Free 72-hour audit of your AI agent's production traces
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HN · launched Apr 22, 2026 · 6 upvotes (top 72%) · 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
Visit website ↗ Source listing ↗
More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Yes A 72-hour trace audit product is a classic SaaS observability platform involving a lightweight Python decorator/SDK, OpenTelemetry ingestion endpoint, and dashboard visualizations.
Discussion
2 comments analyzed.
Competitors mentioned: Braintrust
Concerns raised: Difficulty convincing users they have a problem ("my agent works fine"), 10k trace cap per audit may be limiting, Heuristic-only analysis may miss subtle issues
Feature requests: Sample reports demonstrating usefulness, Clarify whether HDBSCAN scans run on whole traces to ensure consistent analysis per customer call
Competitors
Other products that read as similar to this one : 3907 launches clear the similarity bar, closest 8 shown.
Attention rank: #2904 of 3908 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 175 days after the earliest competitor.
- Mirrors · hn · 2026-07-02 · 8 upvotes · similarity 0.73
- agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.71
- skill-audit · github · 2026-09-09 · 22 upvotes · similarity 0.69
- Moda: The Continual Learning Layer for AI Agents · yc · 2026-03-04 · 122 upvotes · similarity 0.68
- Free AI agent audit for Shopify catalogs (1.2M open captures) · hn · 2026-06-04 · 5 upvotes · similarity 0.67
- Stroq · hn · 2026-11-05 · 95 upvotes · similarity 0.66
- Mirrors: Fix recurring AI agent mistakes with real-time guidance · yc · 2026-10-30 · 21 upvotes · similarity 0.65
- Arden: AI-native platform for audit teams · yc · 2026-05-06 · 32 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.