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    <title>DEV Community: Edwin Cruz</title>
    <description>The latest articles on DEV Community by Edwin Cruz (@ghostgainsai).</description>
    <link>https://dev.to/ghostgainsai</link>
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      <title>DEV Community: Edwin Cruz</title>
      <link>https://dev.to/ghostgainsai</link>
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      <title>I built a fitness app where the AI roasts you for eating pizza (and hypes you when you PR)</title>
      <dc:creator>Edwin Cruz</dc:creator>
      <pubDate>Mon, 25 May 2026 21:05:09 +0000</pubDate>
      <link>https://dev.to/ghostgainsai/i-built-a-fitness-app-where-the-ai-roasts-you-for-eating-pizza-and-hypes-you-when-you-pr-4437</link>
      <guid>https://dev.to/ghostgainsai/i-built-a-fitness-app-where-the-ai-roasts-you-for-eating-pizza-and-hypes-you-when-you-pr-4437</guid>
      <description>&lt;h2&gt;
  
  
  The Problem with Every Fitness App
&lt;/h2&gt;

&lt;p&gt;Every fitness app feels the same. Generic. Corporate. Bland.&lt;/p&gt;

&lt;p&gt;Log your food. Count your calories. Get a little confetti animation. Zero personality. Zero fire.&lt;/p&gt;

&lt;p&gt;I wanted something different — so I built &lt;strong&gt;Ghost Gains&lt;/strong&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Is Ghost Gains?
&lt;/h2&gt;

&lt;p&gt;Ghost Gains is an AI-powered fitness tracker with a personality. The core idea: &lt;strong&gt;your AI actually reacts to what you do&lt;/strong&gt;.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Hit a new PR on bench? Ghost goes crazy hyping you up.&lt;/li&gt;
&lt;li&gt;Log a pizza at 11pm? Ghost roasts you (respectfully).&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;It's the difference between a sterile wellness app and having a real training partner in your pocket.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Tech Stack
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Ghost AI&lt;/strong&gt;: Llama 3.3 70B via OpenRouter — chat, roasting, hype responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Camera Scan&lt;/strong&gt;: Gemini Vision API — point your camera at food, get instant macros&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Voice Mode&lt;/strong&gt;: ElevenLabs — Ghost literally speaks to you&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Gamification&lt;/strong&gt;: XP system, rank progression, day streaks&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Privacy first&lt;/strong&gt;: All data on device. No cloud. No tracking.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  The Roast Mode Hook
&lt;/h2&gt;

&lt;p&gt;The feature getting the most reaction from testers: &lt;strong&gt;Roast Mode&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;When you log a cheat meal, Ghost responds. Never mean, always funny, always motivating underneath. People &lt;em&gt;want&lt;/em&gt; accountability. They just don't want a robot doing it emotionlessly.&lt;/p&gt;

&lt;h2&gt;
  
  
  Where We're At
&lt;/h2&gt;

&lt;p&gt;2,800+ warriors on the waitlist. Building toward full launch with exclusive rank badges and lifetime premium for early signups.&lt;/p&gt;

&lt;p&gt;Join the waitlist: &lt;a href="https://ghost-gains--ghostgains37.replit.app/" rel="noopener noreferrer"&gt;https://ghost-gains--ghostgains37.replit.app/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Happy to answer questions about the tech, the build, or the AI routing architecture.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>llm</category>
      <category>showdev</category>
      <category>sideprojects</category>
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