New Relic is developing observability solutions designed to accommodate AI agents that operate autonomously without relying on traditional dashboard interfaces. The approach aims to enable monitoring and analysis of system performance in environments where artificial intelligence systems make decisions and take actions independently. This represents an adaptation of observability platforms to support the evolving landscape of autonomous AI operations.