Launch HN: Agnost AI (YC S26) – Extract user feedback from agent conversations (agnost.ai)

Agnost AI, a startup backed by Y Combinator, has launched a powerful tool designed to extract and analyze user feedback from real conversations with AI agents. This innovative platform identifies missed failures—issues that standard evaluations overlook—by scrutinizing dialogues and generating actionable insights for product improvements. The tool integrates easily with any large language model (LLM) and framework, featuring a quick two-minute setup and native compatibility with OpenTelemetry. This development is significant for the AI/ML community as it directly addresses common pitfalls in agent performance, such as workflow failures or churn risks, offering teams the ability to enhance agent efficacy rapidly. By tapping into conversations, Agnost AI automatically detects bugs, improves intent recognition, and tracks analytics, allowing organizations to adapt swiftly to user needs and drive product innovation. With various subscription options, including a free tier for startups, Agnost AI empowers teams to evolve their agents quickly and efficiently, ultimately enhancing user experience and operational success.