Agnost AI
Catch agent failures your evals miss
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Agnost AI analyzes conversations between users and your production AI agents and discovers: silent failures, agent behavior drift, hallucinations, user frustration, hidden feature requests, and churn signals. It groups them into recurring patterns, shows the exact users and conversations behind each insight, and turns them into evals and fixes.
PH · launched Aug 25, 2026 · 289 upvotes (top 39%) · 1 view
Niche: ai agent evaluation platforms · 183 launches, 9 in the last 7 days ▼ -44% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- Analytics
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 183 launches in ai agent evaluation platforms →
Could you build this?
Partial The dashboard, SDK, and LLM-as-a-judge evaluations are easily vibe-coded, but reliably auto-clustering large volumes of conversations to detect subtle drift and silent failures requires specialized NLP pipelines and high-throughput data infrastructure.
What it would actually take: The architecture needs a high-throughput event streaming ingestion pipeline (e.g., Kafka or ClickHouse), embedding generation services, and unsupervised clustering algorithms (such as HDBSCAN with dynamic topic modeling) optimized to run over streaming conversation graphs. The difficult engineering lies in scalable real-time drift detection, reducing false-positive hallucination detections, and running cost-effective evals across millions of conversational tokens.
Competitors
Other products that read as similar to this one : 1519 launches clear the similarity bar, closest 8 shown.
Attention rank: #871 of 1520 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 298 days after the earliest competitor.
- Agnost AI: Product Analytics for AI Agents · yc · 2026-07-24 · 191 upvotes · similarity 0.55
- Lumni · ph · 2026-11-03 · 3 upvotes · similarity 0.53
- Verse AI · hn · 2025-11-13 · 5 upvotes · similarity 0.52
- agentcase-lab · github · 2026-11-04 · 185 upvotes · similarity 0.52
- Agnost AI: Turn Your Agent Traces Into a Faster, Cheaper, & more Accurate Custom Model · yc · 2026-08-20 · 97 upvotes · similarity 0.51
- AuxAI · ph · 2026-10-25 · 1 upvotes · similarity 0.50
- AI Agent Observability · ph · 2026-10-01 · 2 upvotes · similarity 0.50
- Buildbox: Agent analytics for real user outcomes · yc · 2026-08-03 · 10 upvotes · similarity 0.50
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