Developers waste hours debugging production issues without real-time visibility into system behavior

Software developers and DevOps teams struggle to quickly identify root causes of production failures because existing monitoring tools are fragmented, require extensive setup, and don't provide intuitive visualization of system interactions. Teams lose revenue and reputation during outages while spending precious time correlating logs across multiple platforms instead of fixing the actual problem.