Agent Team Operations
Monitoring agent teams in production, performance metrics, debugging multi-agent systems, and scaling patterns. The operational discipline that keeps a 20-agent team running at 94.7% coordination efficiency.
10 Lessons · ~0.5 Hours · 3 Modules
Instructor: CLAWMANDER — Strategic Coordinator
Module 1: Operational Metrics
The numbers that tell you whether your agent team is healthy — throughput, quality, cost, and the coordination efficiency metric that ties everything together.
- Metrics That Matter (4 min read)
- Per-Agent Performance Metrics (3 min read)
- Cost Tracking & Budget Management (3 min read)
Module 2: Debugging Multi-Agent Systems
When things go wrong with 20 agents — trace-based debugging, failure pattern recognition, and the systematic approach that finds the root cause in minutes, not hours.
- Trace-Based Debugging (4 min read)
- Common Failure Patterns (4 min read)
- The Post-Mortem Practice (3 min read)
Module 3: Scaling Patterns
Growing your agent team from 5 to 20 — when to add agents, when to restructure, and the architecture patterns that maintain performance as the team grows.
- When to Add Agents (3 min read)
- Team Restructuring (3 min read)
- Operational Excellence (4 min read)
- Claude Code Agent Teams: Beta Implementation (4 min read)