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    <title>Anoop Deoras on TLDRecap ⏮️</title>
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      <title>Bridging the Intent Gap in Agentic Systems | Anoop Deoras from AWS (Live)</title>
      <link>https://development.tldrecap.tech/posts/2026/scale-ai-data/building-trustworthy-ai-agents-intent-gap/</link>
      <pubDate>Tue, 23 Jun 2026 11:59:28 -0700</pubDate>
      <guid>https://development.tldrecap.tech/posts/2026/scale-ai-data/building-trustworthy-ai-agents-intent-gap/</guid>
      <description>&lt;p&gt;&lt;strong&gt;Presenters&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
  &lt;li&gt;
    &lt;a href=&#34;https://development.tldrecap.tech/presenters/anoop-deoras&#34;&gt;Anoop Deoras&lt;/a&gt;
  &lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Source&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
  &lt;li&gt;
    &lt;a href=&#34;https://development.tldrecap.tech/sources/scale-ai-and-data-2026&#34;&gt;Scale AI and Data 2026&lt;/a&gt;
  &lt;/li&gt;&lt;/ul&gt;
&lt;h1 id=&#34;bridging-the-intent-gap-building-trustworthy-ai-agents-&#34;&gt;Bridging the Intent Gap: Building Trustworthy AI Agents 🚀&lt;/h1&gt;
&lt;p&gt;Ever built an AI agent, tested it meticulously on your laptop, only to see it do
something completely unexpected in production? You&amp;rsquo;re not alone! This common
frustration stems from a fundamental challenge: the &lt;em&gt;intent gap&lt;/em&gt;. Today, we&amp;rsquo;re
diving deep into what this gap is and, more importantly, how we can effectively
close it to build reliable and trustworthy AI agents.&lt;/p&gt;</description>
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      <title>Live Q&amp;A</title>
      <link>https://development.tldrecap.tech/posts/2026/scale-ai-data/agent-infrastructure-challenges-opportunities-security-memory/</link>
      <pubDate>Fri, 19 Jun 2026 09:31:48 -0700</pubDate>
      <guid>https://development.tldrecap.tech/posts/2026/scale-ai-data/agent-infrastructure-challenges-opportunities-security-memory/</guid>
      <description>&lt;p&gt;&lt;strong&gt;Presenters&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
  &lt;li&gt;
    &lt;a href=&#34;https://development.tldrecap.tech/presenters/anoop-deoras&#34;&gt;Anoop Deoras&lt;/a&gt;
  &lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;https://development.tldrecap.tech/presenters/ilia-shumailov&#34;&gt;Ilia Shumailov&lt;/a&gt;
  &lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;https://development.tldrecap.tech/presenters/komal-mangtani&#34;&gt;Komal Mangtani&lt;/a&gt;
  &lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Source&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
  &lt;li&gt;
    &lt;a href=&#34;https://development.tldrecap.tech/sources/scale-ai-and-data-2026&#34;&gt;Scale AI and Data 2026&lt;/a&gt;
  &lt;/li&gt;&lt;/ul&gt;
&lt;h1 id=&#34;navigating-the-frontier-exciting-challenges-and-opportunities-in-agent-infrastructure-&#34;&gt;Navigating the Frontier: Exciting Challenges and Opportunities in Agent Infrastructure 🚀&lt;/h1&gt;
&lt;p&gt;The world of AI agents is evolving at an astonishing pace, and with it come a
wave of complex challenges and thrilling opportunities. In a recent Q&amp;amp;A session,
leading minds in the field – Anoop Deoras, Ilia Shumailov, and Komal Mangtani –
dived deep into the heart of agent infrastructure, discussing everything from
long-horizon tasks to the ever-present specter of security.&lt;/p&gt;</description>
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