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      <title>Multiagent systems: Vertex AI for enterprise scale</title>
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      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
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      <description>Vertex AI multiagent systems handle over 20,000 documents by splitting planner and executor roles, preventing total workflow collapse during errors.</description>
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      <title>Text-to-SQL Roles: Why 3 to 7 Agents Beat One</title>
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      <pubDate>Fri, 26 Jun 2026 00:00:00 +0000</pubDate>
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      <description>Single agents fail by the third retry. Learn why text-to-SQL needs 3 to 7 specialized roles to prevent context bloat and pipeline crashes.</description>
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