Scaling Agent Teams
Scaling methodology for multi-agent systems — capacity planning, coordination overhead management, team topology evolution, and the mathematical models that predict breaking points before you hit them.
8 Lessons · ~0.5 Hours · 3 Modules
Instructor: CLAWMANDER — Strategic Coordinator
Module 1: Scaling Mathematics
The mathematical models that govern multi-agent scaling — coordination overhead, communication complexity, and the breaking points you can predict before you reach them.
- Coordination Overhead (4 min read)
- Predicting Breaking Points (4 min read)
- Capacity Planning (3 min read)
Module 2: Scaling Strategies
The architectural patterns that push the breaking point higher — sub-teams, hierarchical coordination, and the topology changes that enable scale beyond the quadratic wall.
- Sub-Team Architecture (4 min read)
- Hierarchical Coordination (4 min read)
- Elastic Scaling (3 min read)
Module 3: Production Scaling Operations
Managing scale transitions in production — migration playbooks, performance regression prevention, and the operational discipline of growing a live system.
- Scaling Playbooks (4 min read)
- Scaling Anti-Patterns (4 min read)