Agnost AI
Catch agent failures your evals miss
Details
- External ID
- 1229731
- Source
- PH
- Company
- —
- Product
- Agnost AI
- Website domain
- producthunt.com
- Launched
- Aug. 25, 2026
- Cohort
- —
- Upvotes
- 289
- Upvotes percentile
- 0.6123595505617978
- Tags
- Analytics, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 7, 2026, 1:22 a.m.
- Updated at
- Sept. 7, 2026, 1:22 a.m.
Description
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.
Enrichment
- Theme
- ai agent infrastructure and tooling
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- evaluation for agent failures
- Manually corrected
- False
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 — 327 launches clear the similarity bar, closest 8 shown.
Attention rank: #114 of 328 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 292 days after the earliest competitor.
- Agnost AI: Product Analytics for AI Agents · yc · 2026-07-24 · 191 upvotes · similarity 0.54
- Verse AI · hn · 2025-11-13 · 5 upvotes · similarity 0.50
- Agnost AI: Turn Your Agent Traces Into a Faster, Cheaper, & more Accurate Custom Model · yc · 2026-08-20 · 96 upvotes · similarity 0.50
- Buildbox: Agent analytics for real user outcomes · yc · 2026-08-03 · 10 upvotes · similarity 0.48
- Progress AI Observability · ph · 2026-08-07 · 168 upvotes · similarity 0.48
- AgentX · ph · 2026-06-22 · 523 upvotes · similarity 0.46
- Retrio · ph · 2026-09-14 · 2 upvotes · similarity 0.46
- Fabraix · ph · 2026-05-08 · 196 upvotes · similarity 0.45
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.