Sentrial: Production Monitoring for AI Agent Behavior
Sentrial helps engineering teams detect, diagnose, and fix AI agent issues in production.
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YC · launched Feb 5, 2026 · 27 upvotes (top 36%) · 0 views
Niche: ai agent observability platforms · 220 launches, 7 in the last 7 days ▼ -42% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
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More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Yes Sentrial is an AI agent observability platform that can be vibe-coded using lightweight Python/TypeScript SDKs to send execution traces to a standard time-series or document database and Next.js dashboard.
Competitors
Other products that read as similar to this one : 1661 launches clear the similarity bar, closest 8 shown.
Attention rank: #900 of 1662 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 94 days after the earliest competitor.
- Sentryops: AI DevOps Assistant · ph · 2026-09-11 · 2 upvotes · similarity 0.51
- Hyperprobe: On-call Agent for engineering teams · yc · 2026-08-17 · 82 upvotes · similarity 0.49
- Sentry · github · 2026-10-02 · 65 upvotes · similarity 0.46
- Geiger · hn · 2026-09-09 · 49 upvotes · similarity 0.46
- Deeptrace - AI agents for on-call · yc · 2025-11-12 · 16 upvotes · similarity 0.46
- Traceforce — Catch risky agent actions your security gateway will never spot · yc · 2026-07-28 · 7 upvotes · similarity 0.45
- Sentnl · ph · 2026-09-29 · 1 upvotes · similarity 0.45
- Comity · ph · 2026-10-24 · 1 upvotes · similarity 0.45
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.