These utilities provide deep visibility into the complex internal pathways of your software, allowing you to monitor request flows and pinpoint latency bottlenecks. By correlating individual events across distributed systems, they help bridge the gap between technical errors and their underlying logic. When selecting a utility, prioritize how easily it integrates with your existing tech stack and whether it offers enough granular data density to diagnose your specific performance hurdles.

agent engineering, fully managed.

Trace every MCP tool call. No code changes needed.