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AWS Machine Learning Blog
AWS Machine Learning Blog
7/22/2026
The original title is "AI Teammates: how monday.com runs production AI agents on Amazon Bedrock"

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

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