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  "title": "♻️ Refactor database schema design workflow to use function agents and messages",
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  "debrief": "A Claude Code refactor of the liam database schema design workflow moves DesignSchemaNode and Agent onto LangGraph messages. It touches 12 files, with 255 additions and 260 deletions across three commits. It merged after 67.19 hours with zero change requests. One reviewer confirmed it works locally and thanked the rider for the refactoring.",
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  "updated_at": "2026-11-03T21:32:47.889198+00:00",
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  "body_excerpt": "## Issue\n\n- resolve: #2504\n\n## Why is this change needed?\nRefactored DesignSchemaNode and Agent to utilize LangGraph messages. messages makes it easier to retry by adding errors to the end of the messages.We are working on addressing this in the next PR.\n\n\n🤖 Generated with [Claude Code](https://clau",
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   "agent": "devin",
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   "title": "🔥 Remove unnecessary buildingSchemaVersionId from LangGraph annotations",
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   "title": "feat: increase default recursion limit from 20 to 100",
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   "title": "Remove boilerplate log messages from AI workflow nodes",
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