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      <title>Agents research: Build isolated multistep systems</title>
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      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agents-research-build-isolated-multistep-systems/</guid>
      <description>Learn how isolated context prevents data contamination when agents synthesize hundreds of websites into unified reports using LangChain.</description>
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      <title>Gemini Deep Research: Master Collaborative Planning</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>Learn how Gemini&#39;s 85.9 BrowseComp score drives autonomous research. See how collaborative planning prevents wasted compute on misaligned queries.</description>
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      <title>Multiagent research loops handle complex tasks</title>
      <link>https://aiagentsnews.top/posts/multiagent-research-loops-handle-complex-tasks/</link>
      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
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      <description>Multi-agent systems with Claude Opus 4 outperform single-agent approaches by 90.2% on internal research evaluations.</description>
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      <title>Research agent data beats manual sales digging</title>
      <link>https://aiagentsnews.top/posts/research-agent-data-beats-manual-sales-digging/</link>
      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
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      <description>Outreach reports its predictive AI achieves 81 percent accuracy in deal predictions. See how automated signals replace manual data gathering for sales teams.</description>
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      <title>Multi-agent writing systems fix generic AI content</title>
      <link>https://aiagentsnews.top/posts/multi-agent-ai-writing-stop-keyword-stuffing/</link>
      <pubDate>Mon, 13 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/multi-agent-ai-writing-stop-keyword-stuffing/</guid>
      <description>See how distinct agents for research and SEO eliminate errors in one-pass generation, turning a 30-article backlog into a predictable assembly line.</description>
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      <title>Local agent setup: Gemma 4, Ollama, and Tavily</title>
      <link>https://aiagentsnews.top/posts/local-agent-setup-gemma-4-ollama-and-tavily/</link>
      <pubDate>Fri, 03 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/local-agent-setup-gemma-4-ollama-and-tavily/</guid>
      <description>Build a local research agent using Gemma 4 and Tavily. This guide configures 32,768 context tokens for deep evidence synthesis on consumer hardware.</description>
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      <title>Experimenter agents need stateful Jupyter runs</title>
      <link>https://aiagentsnews.top/posts/experimenter-agents-need-stateful-jupyter-runs/</link>
      <pubDate>Mon, 29 Jun 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/experimenter-agents-need-stateful-jupyter-runs/</guid>
      <description>Goodfire&#39;s months of deploy show experimenter agents need stateful execution to manage validation debt in interpretability research.</description>
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