Glassray is an SDK designed to create self-improvement loops for AI agents running in production. It monitors traces to catch silent failures, proposes fixes, validates them against historical traces, and enables continuous improvement. The platform emphasizes cost efficiency, claiming to operate at 1/30th the price of comparable models like Sonnet.
In the AI & ML space, Glassray takes a focused approach. It focuses on detecting and automatically fixing silent failures in production AI agents without manual intervention. It is built as a B2B product for AI developers and engineers. It ships for the web and API, and it can be self-hosted.
Behind Glassray is Glassray, and it first shipped in 2025. Among its 5 catalogued features are trace monitoring, silent failure detection, and automated fix proposals. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
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