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    <title>Failures on AI Agents News</title>
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      <title>Agent validation: fix broken execution paths</title>
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      <pubDate>Wed, 08 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agent-validation-fix-broken-execution-paths/</guid>
      <description>With 57% of organizations running agents, static tests miss cascading failures. Learn to validate specific execution paths and tool calls effectively.</description>
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      <title>Agentic framework choices for production systems</title>
      <link>https://aiagentsnews.top/posts/agentic-frameworks-langgraph-vs-crewai-speed/</link>
      <pubDate>Mon, 06 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agentic-frameworks-langgraph-vs-crewai-speed/</guid>
      <description>With 18 production deployments reported, this guide compares ten agentic frameworks to help engineers avoid brittle logic and state loss.</description>
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      <title>Agent failures: Read the trace to stop silent loops</title>
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      <pubDate>Tue, 23 Jun 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agent-failures-read-the-trace-to-stop-silent-loops/</guid>
      <description>Silent failures cause 74% of rollbacks. Learn where agent loops diverge from reality in the trace and fix state mismatches before refunds fail.</description>
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