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Draft: Agent Frameworks in the Trenches: Real Benchmark Numbers Across 107 Data Engineering Tasks - #22

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Sep 28, 2026
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Draft ready for review

Title: Agent Frameworks in the Trenches: Real Benchmark Numbers Across 107 Data Engineering Tasks
Subtitle: Get concrete data, runnable code, and painful failure modes for LangGraph, CrewAI, and AutoGen—plus why hand-rolled agents still win in certain ops scenarios.
Pillar: framework_teardown
Contrarian post: False
Generated at: 2026-09-24T14:05:51.539927+00:00

Sources consulted during topic selection

Review checklist

  • Concrete artifact present (code / real number / diagram)
  • All factual claims and stats check out
  • Code blocks are actually correct / runnable
  • Matches blog voice (no AI-cliche phrasing left over)
  • Title delivers on its promise

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@PriyeshDave PriyeshDave added the blog-draft Auto-generated blog draft pending review label Sep 24, 2026
@PriyeshDave
PriyeshDave merged commit bffc720 into main Sep 28, 2026
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