AI Teammates: how monday.com runs production AI agents on Amazon Bedrock
monday.com's production AI agents on Bedrock boosted per-engineer PR throughput by over 50%
“Agents are teammates, not jobs”
monday.com has scaled AI coding agents to 90% of its engineering organization using Amazon Bedrock, with per-developer PR throughput rising more than 50% through a three-tier model progressing from AI assistants to fully autonomous multi-agent delivery. Their internal system Sphera treats agents as first-class teammates with profiles, managers, and performance scores alongside humans. This is a rare production-scale case study of agentic AI integrated into a decade-old enterprise SaaS codebase with real compliance and on-call obligations.