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      <title>Agentic AI Orchestration: Patterns, Failure Modes, and Testing</title>
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      <dc:creator>Samyak Goyal</dc:creator>
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      <description>Agentic AI orchestration explained: the 5 coordination patterns, the control-plane parts that actually break, and how to test orchestrated multi-agent systems.</description>
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      <pubDate>Tue, 07 Jul 2026 00:00:00 +0000</pubDate>
      <dc:creator>Samyak Goyal</dc:creator>
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      <description>Agentic workflows let AI agents plan, call tools, and act across many steps. Learn how they work, their patterns and use cases, and how to make them reliable.</description>
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      <title>How to Test AI Calling Agents: The Practical Guide (2026)</title>
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      <pubDate>Thu, 25 Jun 2026 00:00:00 +0000</pubDate>
      <dc:creator>Akarshi Aggarwal</dc:creator>
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      <description>Learn how to test AI calling agents with our practical Guide covering metrics, failure modes, inbound vs outbound testing, red teaming, and go-live checklists.</description>
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      <dc:creator>Anupam Pal Singh</dc:creator>
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      <description>Compare the 6 best agentic AI LLM models for autonomous agents in 2026, from GPT-5.5 to Claude Opus 4.8, and learn how to test each one for reliable tool use.</description>
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      <title>9 Best LLM Agent Frameworks for 2026</title>
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      <pubDate>Fri, 19 Jun 2026 00:00:00 +0000</pubDate>
      <dc:creator>Prince Dewani</dc:creator>
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      <description>Compare the 9 best LLM agent frameworks for 2026, from LangGraph and CrewAI to Google ADK, with orchestration models, licenses, and how to test what you build.</description>
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      <title>Conversational AI Testing: How to Test Chatbots and Voice Agents</title>
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      <pubDate>Wed, 17 Jun 2026 00:00:00 +0000</pubDate>
      <dc:creator>Rohit Mehta</dc:creator>
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      <description>Conversational AI testing checks chatbots and voice agents across real scenarios. Learn what to test, the key metrics, and how to test before and after launch.</description>
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      <title>AI Voice Agent Regression Testing: The Complete Guide 2026</title>
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      <pubDate>Tue, 16 Jun 2026 00:00:00 +0000</pubDate>
      <dc:creator>Anupam Pal Singh</dc:creator>
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      <category>Regression Testing</category>
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      <description>AI voice agent regression testing catches quality drops when you change a prompt, model, or flow. Learn to build a baseline, score regressions, and gate CI.</description>
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      <title>Voice Observability: Monitor AI Voice Agents in Production</title>
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      <pubDate>Tue, 16 Jun 2026 00:00:00 +0000</pubDate>
      <dc:creator>Devansh Bhardwaj</dc:creator>
      <category>AI</category>
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      <description>Voice observability tracks your AI voice agent pipeline in production, from ASR to LLM to TTS. Learn key metrics, failure patterns, and how to implement it.</description>
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      <title>How KaneAI Makes Salesforce Lead Generation Testing Faster, Simpler, and More Reliable</title>
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      <pubDate>Fri, 12 Jun 2026 00:00:00 +0000</pubDate>
      <dc:creator>Saniya Gazala</dc:creator>
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      <description>Test Salesforce lead generation in plain English with KaneAI. Handle MFA, seasonal releases, and lead creation flows without code or maintenance overhead.</description>
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      <title>Command-Line Testing for AI Agents | TestMu AI Agent Testing CLI</title>
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      <pubDate>Wed, 10 Jun 2026 00:00:00 +0000</pubDate>
      <dc:creator>Devansh Bhardwaj</dc:creator>
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      <category>Recent Blogs</category>
      <description>TestMu AI&apos;s Agent Testing CLI lets you run AI agent evaluations, red team tests, and voice agent checks directly from your terminal. Works in CI/CD pipelines.</description>
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