CoreWeave Agent Lens: Automate Agent Observability and Improvement

Introduces CoreWeave Agent Lens, a new product for automating agent observability and improvement. Agent Lens ingests OpenTelemetry tracing data to automatically surface semantic clusters of user intents and agent failures. It allows for failure detection based on the full production corpus, grouping similar failures into clusters with evidence and representative examples. It also clusters conversations by user intent to understand customer needs and capability gaps. Teams can create custom LLM judges from discovered failures to align evaluations with quality standards and convert production failures into test cases for candidate fix validation. This enables a continuous improvement loop by connecting production evidence to prompt updates, tool changes, model choices, or training runs, and supports integration with coding agents via Skills and MCP.