Brian Armstrong's multi-agent setup: lead agents and one queue
The pattern matters more than the tools: one queue plus persistent memory beats juggling dozens of chat sessions, because coordination overhead, not model quality, becomes the bottleneck with frontier models. Engineering leads and solo builders can replicate the structure with any agent framework by defining lead agents, sub-agents and a single decision inbox. All changes still pass human review and security checks, a useful guardrail template for teams adopting similar setups.