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    <description>The latest articles on DEV Community by kachence (@kachence).</description>
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      <title>I built an awesome list that maintains itself</title>
      <dc:creator>kachence</dc:creator>
      <pubDate>Thu, 13 Aug 2026 15:53:20 +0000</pubDate>
      <link>https://dev.to/kachence/i-built-an-awesome-list-that-maintains-itself-455h</link>
      <guid>https://dev.to/kachence/i-built-an-awesome-list-that-maintains-itself-455h</guid>
      <description>&lt;p&gt;Every "awesome" list on GitHub dies the same way: the maintainer stops merging PRs, links rot, and the numbers freeze at whatever they were two years ago. I went to add my own project to a few prediction-market ones and found PRs sitting unmerged for months.&lt;/p&gt;

&lt;p&gt;So I built one that maintains itself.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;How it works&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Every entry is a small YAML file. The README is generated from them and never hand-edited.&lt;br&gt;
A GitHub Action runs daily and fetches the live numbers: trading volume (DefiLlama), repo health / stars / last commit (GitHub API), a blog's last-post date (its own feed).&lt;br&gt;
Blanks are honest. Where no free source exists, the entry says which one it looked for.&lt;br&gt;
It sorts by whether a project is still alive, not by stars, so a popular-but-archived repo sinks.&lt;br&gt;
Nothing on the page is a number I typed once and left to rot. It tracks 15 venues, 10 data sources and ~40 tools, and rebuilds from scratch every morning. Stack is boring on purpose: Python, Jinja, GitHub Actions. Code MIT, data CC0.&lt;/p&gt;

&lt;p&gt;The piece I want most isn't built yet: a bot that reads a submitted link, checks it's real and not spam, and merges it itself. Right now I merge by hand, to learn what the filter should be before I automate it.&lt;/p&gt;

&lt;p&gt;Repo: &lt;a href="https://github.com/kachence/prediction-almanac" rel="noopener noreferrer"&gt;prediction-almanac&lt;/a&gt;&lt;/p&gt;

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      <category>github</category>
      <category>python</category>
      <category>opensource</category>
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