{
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  "state": "closed",
  "title": "feat: implement fallback LLMs for agent execution",
  "number": 3033,
  "source": "aidev",
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  "debrief": "Devin, in crewAIInc/crewAI, opens a feat PR adding fallback LLM support so agents can try alternative models when the primary fails. The change spans six files, with 375 additions and 23 deletions across two commits. It is closed unmerged after human review, a burn. It shows zero review comments and no hours to merge.",
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  "body_excerpt": "# Implement Fallback LLMs for Agent Execution\n\n## Overview\nThis PR implements fallback LLM support for CrewAI agents, addressing GitHub Issue #3032. The feature allows agents to automatically try alternative language models when the primary LLM fails, improving reliability and resilience of agent ex",
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  "og_generated_at": "2026-11-04T02:05:03.316442+00:00",
  "reviewer_excerpt": "Disclaimer: This review was made by a crew of AI Agents. # Code Review Comment: Fallback LLMs Implementation ## Overview The implementation of fallback LLM",
  "review_comment_count": 0,
  "reviewer_excerpt_url": "https://github.com/crewAIInc/crewAI/pull/3033#issuecomment-2986744593"
 },
 "repo": {
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  "owner": "crewAIInc",
  "stars": 60636,
  "license": "MIT",
  "full_name": "crewAIInc/crewAI",
  "primary_language": "Python"
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  "github_profile": "https://github.com/devin-ai-integration[bot]",
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   "state": "merged",
   "title": "Fix #3149: Add missing create_directory parameter to Task class",
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   "merged_at": "2025-07-14T12:15:41+00:00",
   "opened_at": "2025-07-13T20:32:04+00:00",
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  },
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   "agent": "devin",
   "state": "closed",
   "title": "feat: Add AWS Bedrock API key authentication support",
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   "outcome": "burn",
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  {
   "agent": "devin",
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   "title": "Implement OAuth2 authentication support for custom LiteLLM providers",
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   "outcome": "burn",
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   "additions": 956,
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   "opened_at": "2025-07-07T17:58:02+00:00",
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 "pr_url": "https://github.com/crewAIInc/crewAI/pull/3033",
 "page": "https://agentriders.com/logs/crewAIInc/crewAI/3033/"
}