Single Agent
AGENT
Reliability
90%
Failure surface
1 trace
Execution
serial
Debug
easy
Multi-Agent
SUPERVISOR
worker
worker
worker
Reliability (5×90%)
59%
↓ product of all
Failure surface
+ message boundaries
Latency (parallel)
3× faster
if parallelizable
Debug
harder