Agnost AI
Agnost AI provides observability and analytics for AI agents, helping developers identify silent failures, user frustration, and recurring issues through conversation data analysis.
- Listed on AIToolly
What Is Agnost AI? Product Overview
What the product does and how it is positioned
Agnost AI is an observability platform designed to help developers understand how AI agents perform in production environments by analyzing conversation data.
The platform provides actionable insights by linking identified patterns directly to conversation traces, allowing teams to prioritize fixes based on impact.
What Can You Use Agnost AI For?
Source-supported ways to use the product
Identifying Failure Patterns
Detecting hallucinations, policy violations, and silent failures to help developers understand where agents are not meeting expectations.
Analyzing User Frustration
Pinpointing where users get stuck, rage-prompt, or abandon interactions to help teams understand friction points in the agent experience.
How to Use Agnost AI
The documented workflow, where available
- 1
Connect Agent
Integrate the Agnost AI skill into the agent environment using the provided command-line interface.
- 2
Analyze Conversations
Allow the system to ingest and cluster conversation data to reveal recurring problems and performance insights.
Optimizing AI Agent Performance
Agnost AI focuses on bridging the gap between raw conversation data and actionable development tasks. By automatically clustering thousands of interactions, it surfaces the most impactful issues.
- Links high-impact patterns to exact conversation traces.
- Monitors for silent failures that might otherwise go unnoticed.
What to Test Before Choosing Agnost AI
Checks to run with your own material and workflow
- Verify that the agent's integration method aligns with the supported npx skill installation process.
- Review the data retention and event volume requirements to ensure they match the needs of the production environment.
Agnost AI Sources and Last Checked
What was checked and when
- Official source
- https://agnost.ai/
- Last checked
- Category
- Code & IT
Agnost AI Frequently Asked Questions
Answers based on the source-checked product record
I already have observability and traces. Why do I need Agnost?
While standard observability tools may track general traces, Agnost AI specifically focuses on AI agent behavior, such as identifying hallucinations, policy violations, and user frustration patterns within conversations.
Can’t I just ask Claude or Codex to give me insights?
Agnost AI is built to provide structured, ranked insights and automated clustering specifically for AI agent workflows to help developers identify issues at scale.
Is my data secure?
Agnost AI offers security features including audit logs and, for enterprise customers, the option for self-hosted VPC deployments to maintain control over data.
How complicated is the setup?
The setup is designed to be completed in minutes by connecting the agent via the provided skill command, allowing for quick ingestion of conversation data.
Are the founders going to help me improve my agent?
The platform provides self-improvement suggestions and, depending on the plan, offers additional support such as onboarding help or access to a founders' Slack channel.
