AWS Machine Learning Blog
7/22/2026

The original title is "AI Teammates: how monday.com runs production AI agents on Amazon Bedrock"
Original: AI Teammates: how monday.com runs production AI agents on Amazon Bedrock
Short summary
monday.com runs agentic AI coding tools on Amazon Bedrock at significant production scale, with 90% of engineers using AI monthly and per-engineer PR throughput up over 50%. The post details the architecture, retrofits to a decade-old codebase, and a confidence-scored merge workflow approaching full autonomy. All figures come from monday.com's internal production data.
- •90% of monday.com engineers use AI coding tools monthly, up from ~50% a year ago
- •Per-engineer PR throughput increased by over 50%
- •Architecture details include confidence-scored merge play for autonomous agent workflows
Generated with AI, which can make mistakes.
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