Observability Gets a Makeover: Why AI Agents Need New Monitoring Tools

As autonomous AI systems move into production, observability becomes a critical infrastructure layer—driving a shift from traditional dashboards to AI-powered incident investigation. Coralogix's $200M raise reflects investor conviction that monitoring tools will be essential to managing the complexity of AI agents at scale, particularly as developers increasingly interact with systems through AI assistants rather than manual dashboards.