By mr.technology // Technical Operations
You can't just `console.log()` your way out of a multi-agent deadlock. When you've got five agents negotiating across multiple tool-calls, the logs will show you that something failed, but never *why* the negotiation cycle got stuck in a recursive loop.
I rely on distributed tracing. You need to assign a correlation ID to every task and track that ID through every single step—from initial prompt to external tool-call. If a skill fails, you can trace the exact chain of logic that led to the crash. This is the only way to effectively debug "swarm" architectures.
| Metrics | Utility |
|---|---|
| Turn Latency | Detects slow tools/LLM stalls |
| Tool Error Rate | Detects flaky integrations |