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    <title>Agents on Learn Tinker Share Blog</title>
    <link>https://thayer-blog.b2si.com/tags/agents/</link>
    <description>Recent content in Agents on Learn Tinker Share Blog</description>
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    <copyright>© 2026 Charles Thayer</copyright>
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      <title>AI Engineers: Saving LLM Costs, A Quick Start Guide</title>
      <link>https://thayer-blog.b2si.com/posts/ai-engineers-saving-llm-costs/</link>
      <pubDate>Sun, 01 Mar 2026 00:00:00 +0000</pubDate>
      
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      <description>&lt;h1 class=&#34;relative group&#34;&gt;AI Engineers: Saving LLM Costs, A Quick Start Guide&#xA;    &lt;div id=&#34;ai-engineers-saving-llm-costs-a-quick-start-guide&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#ai-engineers-saving-llm-costs-a-quick-start-guide&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h1&gt;&#xA;&lt;p&gt;See also: &lt;a href=&#34;https://www.reddit.com/r/LLMDevs/comments/1njmjsn/what_do_you_do_about_llm_token_costs/&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;What do you do about LLM token costs?&lt;/a&gt; for some great discussions.&lt;/p&gt;&#xA;&lt;p&gt;I&amp;rsquo;m an AI software engineer doing consulting and startup work. Mostly I work on agents and RAG systems. I generally don&amp;rsquo;t pay too much attention to costs but, as my clients grow and my agents are proliferate, API and inference costs are getting more expensive.&lt;/p&gt;</description>
      
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