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    <title>DEV Community: Om</title>
    <description>The latest articles on DEV Community by Om (@slow_12345).</description>
    <link>https://dev.to/slow_12345</link>
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      <title>DEV Community: Om</title>
      <link>https://dev.to/slow_12345</link>
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      <title>What If Your AI Agent Could Remember a Lie?</title>
      <dc:creator>Om</dc:creator>
      <pubDate>Sun, 18 Oct 2026 06:48:38 +0000</pubDate>
      <link>https://dev.to/slow_12345/what-if-your-ai-agent-could-remember-a-lie-2jkh</link>
      <guid>https://dev.to/slow_12345/what-if-your-ai-agent-could-remember-a-lie-2jkh</guid>
      <description>&lt;p&gt;Your AI Has a Memory. Who Protects It From Lies? 🛡️&lt;/p&gt;

&lt;p&gt;Imagine an AI agent that remembers everything you tell it—but can't tell the truth from a carefully planted lie.&lt;/p&gt;

&lt;p&gt;That's the problem that inspired Palisade.&lt;/p&gt;

&lt;p&gt;Built for Graph Hacks by WeMakeDevs × FalkorDB, Palisade explores a simple idea: AI agents shouldn't just remember. They should know where their memories came from.&lt;/p&gt;

&lt;p&gt;🧠 Why FalkorDB?&lt;/p&gt;

&lt;p&gt;A memory without context is just text. Palisade uses FalkorDB to connect memories to their sources and trace how one memory leads to another. Combined with graph-enhanced RAG and a multi-agent security workflow, it helps surface suspicious instructions and produce evidence-backed answers.&lt;/p&gt;

&lt;p&gt;⚔️ The bigger idea&lt;/p&gt;

&lt;p&gt;What if an AI's memory worked less like a notebook and more like an immune system—examining suspicious information instead of blindly trusting it?&lt;/p&gt;

&lt;p&gt;That's what I'm exploring with Palisade.&lt;/p&gt;

&lt;p&gt;Built with FalkorDB, FastAPI, React, Sentence Transformers, and local Qwen 2.5 3B.&lt;/p&gt;

&lt;p&gt;🔗 Explore the project: &lt;a href="https://github.com/OMKHEDIKAR23/Palisade" rel="noopener noreferrer"&gt;https://github.com/OMKHEDIKAR23/Palisade&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Because the future of AI isn't just about what agents know. It's about what they have reason to trust.&lt;/p&gt;

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      <category>agents</category>
      <category>ai</category>
      <category>rag</category>
      <category>security</category>
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      <title>Your AI Has a Memory. Who Protects It From Lies? 🛡️

Imagine an AI agent that remembers everything you tell it—but can't tell the truth from a carefully planted lie.

That's the problem that inspired Palisade.

Built for Graph Hacks by WeMakeDevs Falkor</title>
      <dc:creator>Om</dc:creator>
      <pubDate>Sun, 18 Oct 2026 06:35:16 +0000</pubDate>
      <link>https://dev.to/slow_12345/your-ai-has-a-memory-who-protects-it-from-lies-imagine-an-ai-agent-that-remembers-13hd</link>
      <guid>https://dev.to/slow_12345/your-ai-has-a-memory-who-protects-it-from-lies-imagine-an-ai-agent-that-remembers-13hd</guid>
      <description></description>
      <category>agents</category>
      <category>ai</category>
      <category>devchallenge</category>
      <category>security</category>
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