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    <title>DEV Community: clarktechventures-dev</title>
    <description>The latest articles on DEV Community by clarktechventures-dev (@clarktechventuresdev).</description>
    <link>https://dev.to/clarktechventuresdev</link>
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      <title>DEV Community: clarktechventures-dev</title>
      <link>https://dev.to/clarktechventuresdev</link>
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    <item>
      <title>I built a real-time inflation tracker in 24 hours using AI (PHP + SQLite + Claude)</title>
      <dc:creator>clarktechventures-dev</dc:creator>
      <pubDate>Wed, 01 Oct 2025 13:40:41 +0000</pubDate>
      <link>https://dev.to/clarktechventuresdev/i-built-a-real-time-inflation-tracker-in-24-hours-using-ai-php-sqlite-claude-5ab8</link>
      <guid>https://dev.to/clarktechventuresdev/i-built-a-real-time-inflation-tracker-in-24-hours-using-ai-php-sqlite-claude-5ab8</guid>
      <description>&lt;p&gt;The Problem&lt;/p&gt;

&lt;p&gt;I wanted to move to Latin America, but cost-of-living sites like Numbeo had terrible, outdated crowdsourced data. So I built my own.&lt;/p&gt;

&lt;p&gt;The Solution&lt;/p&gt;

&lt;p&gt;NomadInflation.com - scrapes real prices from local sources weekly. No estimates. Just actual data.&lt;/p&gt;

&lt;p&gt;🔗 &lt;a href="https://nomadinflation.com" rel="noopener noreferrer"&gt;https://nomadinflation.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;How I Built It (in 24 hours)&lt;/p&gt;

&lt;p&gt;Full transparency: I'm a "vibe coder" - been programming 4 years but not brilliant. AI did the heavy lifting.&lt;/p&gt;

&lt;p&gt;Tech Stack:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;IDE: Windsurf + Claude Sonnet 4.5 integration&lt;/li&gt;
&lt;li&gt;Backend: PHP + SQLite&lt;/li&gt;
&lt;li&gt;Frontend: Vanilla JS + Leaflet.js&lt;/li&gt;
&lt;li&gt;Hosting: DigitalOcean VPS&lt;/li&gt;
&lt;li&gt;Data: Web scraping from local sources&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Process:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;ChatGPT designed the architecture&lt;/li&gt;
&lt;li&gt;Claude wrote most of the code via Windsurf&lt;/li&gt;
&lt;li&gt;I reviewed, tested, and iterated&lt;/li&gt;
&lt;li&gt;Deployed in one day&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The Hard Parts&lt;/p&gt;

&lt;p&gt;Finding scrapable data sources:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Most sites block bots&lt;/li&gt;
&lt;li&gt;Had to use mix of government data + large retailers&lt;/li&gt;
&lt;li&gt;Currency conversion for 6+ currencies&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Making it actually work:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Testing scraper reliability&lt;/li&gt;
&lt;li&gt;Handling rate limits&lt;/li&gt;
&lt;li&gt;Ensuring data accuracy&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Current Status&lt;/p&gt;

&lt;p&gt;✅ Tracking Asunción, Paraguay ($966/month)&lt;br&gt;&lt;br&gt;
✅ Interactive map with 23+ LATAM cities&lt;br&gt;&lt;br&gt;
✅ Multi-currency support (USD, EUR, AUD, CAD, MXN, PYG)&lt;br&gt;&lt;br&gt;
✅ Weekly automated updates&lt;br&gt;&lt;br&gt;
✅ Email capture for alerts  &lt;/p&gt;

&lt;p&gt;What's Next&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Add São Paulo, Mexico City, Buenos Aires&lt;/li&gt;
&lt;li&gt;Price change notifications&lt;/li&gt;
&lt;li&gt;Historical data charts&lt;/li&gt;
&lt;li&gt;Validate if people actually want this&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Lessons Learned&lt;/p&gt;

&lt;p&gt;In 2025, execution &amp;gt; technical perfection.&lt;/p&gt;

&lt;p&gt;You don't need to be a 10x engineer. You need:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;A real problem&lt;/li&gt;
&lt;li&gt;AI tools (Claude, ChatGPT)&lt;/li&gt;
&lt;li&gt;Willingness to ship fast&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Took the Pieter Levels approach: Build in public, ship fast, iterate based on feedback.&lt;/p&gt;

&lt;p&gt;Check it out: &lt;a href="https://nomadinflation.com" rel="noopener noreferrer"&gt;https://nomadinflation.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Feedback welcome! What cities should I add? What features matter most?&lt;/p&gt;

&lt;p&gt;Also posted on Hacker News today if you want to follow the discussion there.&lt;/p&gt;

&lt;h1&gt;
  
  
  buildinpublic #indiehacker
&lt;/h1&gt;

</description>
      <category>programming</category>
      <category>webdev</category>
      <category>javascript</category>
      <category>ai</category>
    </item>
    <item>
      <title>Just built a SaaS in 36 hours</title>
      <dc:creator>clarktechventures-dev</dc:creator>
      <pubDate>Tue, 30 Sep 2025 15:35:42 +0000</pubDate>
      <link>https://dev.to/clarktechventuresdev/just-built-a-saas-in-36-hours-5n4</link>
      <guid>https://dev.to/clarktechventuresdev/just-built-a-saas-in-36-hours-5n4</guid>
      <description>&lt;p&gt;The Problem&lt;/p&gt;

&lt;p&gt;I wanted to move to Latin America, but cost-of-living sites had outdated crowdsourced data. So I built my own.&lt;/p&gt;

&lt;p&gt;The Solution&lt;/p&gt;

&lt;p&gt;NomadInflation.com: scrapes real prices from local sources weekly. No estimates. Just actual data.&lt;/p&gt;

&lt;p&gt;🔗 &lt;a href="https://nomadinflation.com" rel="noopener noreferrer"&gt;https://nomadinflation.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;How I Built It (in 24 hours)&lt;/p&gt;

&lt;p&gt;Full transparency: I'm a "vibe coder"... been programming 4 years but not brilliant. AI did the heavy lifting.&lt;/p&gt;

&lt;p&gt;Tech Stack:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;IDE: Windsurf + Claude Sonnet 4.5 integration&lt;/li&gt;
&lt;li&gt;Backend: PHP + SQLite&lt;/li&gt;
&lt;li&gt;Frontend: Vanilla JS + Leaflet.js&lt;/li&gt;
&lt;li&gt;Hosting: DigitalOcean VPS&lt;/li&gt;
&lt;li&gt;Data: Web scraping from local sources&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Process:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;ChatGPT designed the architecture&lt;/li&gt;
&lt;li&gt;Claude wrote most of the code via Windsurf&lt;/li&gt;
&lt;li&gt;I reviewed, tested, and iterated&lt;/li&gt;
&lt;li&gt;Deployed in one day&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The Hard Parts&lt;/p&gt;

&lt;p&gt;Finding scrapable data sources:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Most sites block bots&lt;/li&gt;
&lt;li&gt;Had to use mix of government data + large retailers&lt;/li&gt;
&lt;li&gt;Currency conversion for 6+ currencies&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Making it actually work:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Testing scraper reliability&lt;/li&gt;
&lt;li&gt;Handling rate limits&lt;/li&gt;
&lt;li&gt;Ensuring data accuracy&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Current Status&lt;/p&gt;

&lt;p&gt;✅ Tracking Asunción, Paraguay ($966/month)&lt;br&gt;&lt;br&gt;
✅ Interactive map with 23+ LATAM cities&lt;br&gt;&lt;br&gt;
✅ Multi-currency support (USD, EUR, AUD, CAD, MXN, PYG)&lt;br&gt;&lt;br&gt;
✅ Weekly automated updates&lt;br&gt;&lt;br&gt;
✅ Email capture for alerts  &lt;/p&gt;

&lt;p&gt;What's Next&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Add São Paulo, Mexico City, Buenos Aires&lt;/li&gt;
&lt;li&gt;Price change notifications&lt;/li&gt;
&lt;li&gt;Historical data charts&lt;/li&gt;
&lt;li&gt;Validate if people actually want this&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Lessons Learned&lt;/p&gt;

&lt;p&gt;In 2025, execution &amp;gt; technical perfection.&lt;/p&gt;

&lt;p&gt;You don't need to be a 10x engineer. You need:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;A real problem&lt;/li&gt;
&lt;li&gt;AI tools (Claude, ChatGPT)&lt;/li&gt;
&lt;li&gt;Willingness to ship fast&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Took the Pieter Levels approach: Build in public, ship fast, iterate based on feedback.&lt;/p&gt;

&lt;p&gt;Check it out: &lt;a href="https://nomadinflation.com" rel="noopener noreferrer"&gt;https://nomadinflation.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Feedback welcome! What cities should I add? What features matter most?&lt;/p&gt;

&lt;p&gt;Also posted on Hacker News today if you want to follow the discussion there.&lt;/p&gt;

&lt;h1&gt;
  
  
  buildinpublic #indiehacker
&lt;/h1&gt;

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