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Morphex Monthly: What It Actually Takes to Run an AI Agent in Production

Morphex, monday.com's AI agent for splitting its monolith, recaps a month of 151 PRs, 45 releases, and 10 contributors. Key developments include a Yarn Berry (4.x) monorepo migration that cascaded across workflows, a three-wave overhaul of the automerge system adding accountability infrastructure (Developer-of-the-Week, Slack notifications, audit comments), weekend safety gates, and race condition fixes. The AI review pipeline received three rounds of anti-hallucination improvements to reduce false positives. New capabilities include MCP plugin support for external tool integration and a multi-repo AB test cleanup flow. Claude's 1M context window was enabled on Bedrock to handle deep dependency chains. The post reflects on how fix velocity (82 of 151 PRs were bugfixes) is a sign of a system operating at its frontier, not low quality.

    #cicd#ai-agents#mcp#yarn
May 13•12m read time•From engineering.monday.com
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Table of contents
The ground shifted: Yarn Berry migrationAutomerge: from blunt instrument to surgical systemThe AI reviewer learned to stop hallucinatingMigration quality: reducing the failure rateNew capability: MCP plugins and multi-repo cleanup1M context: thinking biggerThe timeline viewThe humans behind the numbersWhat I learned this month
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