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    <title>DEV Community: Dlaranjo</title>
    <description>The latest articles on DEV Community by Dlaranjo (@dlaranjo).</description>
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      <title>I Built PkgWatch to Predict npm Package Abandonment Before It Breaks Your Build</title>
      <dc:creator>Dlaranjo</dc:creator>
      <pubDate>Mon, 19 Jan 2026 17:35:11 +0000</pubDate>
      <link>https://dev.to/dlaranjo/i-built-pkgwatch-to-predict-npm-package-abandonment-before-it-breaks-your-build-47n8</link>
      <guid>https://dev.to/dlaranjo/i-built-pkgwatch-to-predict-npm-package-abandonment-before-it-breaks-your-build-47n8</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkir0yqi3xh83fw75ls2a.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkir0yqi3xh83fw75ls2a.png" alt=" " width="800" height="627"&gt;&lt;/a&gt;&lt;br&gt;
Remember when &lt;code&gt;colors&lt;/code&gt; and &lt;code&gt;faker&lt;/code&gt; broke thousands of builds overnight in January 2022? Or when &lt;code&gt;event-stream&lt;/code&gt; was compromised with crypto-stealing malware? Or the infamous &lt;code&gt;left-pad&lt;/code&gt; incident that took down React and Babel?&lt;/p&gt;

&lt;p&gt;These weren't security vulnerabilities in the traditional sense. &lt;strong&gt;They were maintainer problems&lt;/strong&gt; — and traditional tools like &lt;code&gt;npm audit&lt;/code&gt; couldn't have caught them.&lt;/p&gt;
&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;I manage dependencies for several production applications, and I got tired of being blindsided by:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Packages that suddenly stop being maintained&lt;/li&gt;
&lt;li&gt;Single-maintainer projects where one person holds all the keys&lt;/li&gt;
&lt;li&gt;Subtle signs of abandonment that only become obvious in hindsight&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;So I built &lt;strong&gt;&lt;a href="https://pkgwatch.laranjo.dev" rel="noopener noreferrer"&gt;PkgWatch&lt;/a&gt;&lt;/strong&gt; — a dependency health intelligence platform that predicts these problems before they happen.&lt;/p&gt;
&lt;h2&gt;
  
  
  How It Works
&lt;/h2&gt;

&lt;p&gt;PkgWatch analyzes packages across multiple signals:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;What It Measures&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Maintainer Health&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Commit recency, true bus factor (not just contributor count)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Evolution&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Release frequency, commit activity patterns&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Security&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;OpenSSF Scorecard, vulnerability history&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Community&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Contributor diversity, issue response times&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Adoption&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Downloads, dependents, stars&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Each package gets a &lt;strong&gt;health score from 0-100&lt;/strong&gt; and a risk level (LOW, MEDIUM, HIGH, CRITICAL).&lt;/p&gt;
&lt;h2&gt;
  
  
  Example: Checking a Package
&lt;/h2&gt;


&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install the CLI&lt;/span&gt;
npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-g&lt;/span&gt; @pkgwatch/cli

&lt;span class="c"&gt;# Check a package&lt;/span&gt;
pkgwatch check lodash
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;


&lt;p&gt;Output:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;lodash (npm)
  Health Score: 72/100
  Risk Level: MEDIUM

  Maintainer Health: 65 (1 active maintainer in last 90 days)
  Evolution: 58 (Last release: 8 months ago)
  Security: 85 (OpenSSF: 6.2/10)
  Community: 78 (142 contributors)
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Scanning Your Project
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Scan all dependencies in package.json&lt;/span&gt;
pkgwatch scan

&lt;span class="c"&gt;# Fail CI if any HIGH risk packages are found&lt;/span&gt;
pkgwatch scan &lt;span class="nt"&gt;--fail-on&lt;/span&gt; HIGH
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  GitHub Action Integration
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;uses&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Dlaranjo/pkgwatch/action@v1&lt;/span&gt;
  &lt;span class="na"&gt;with&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;api-key&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${{ secrets.PKGWATCH_API_KEY }}&lt;/span&gt;
    &lt;span class="na"&gt;fail-on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;HIGH&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Try It Free
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://pkgwatch.laranjo.dev/#demo" rel="noopener noreferrer"&gt;Live Demo&lt;/a&gt;&lt;/strong&gt; — Try it without signing up (20 requests/hour)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://pkgwatch.laranjo.dev/pricing" rel="noopener noreferrer"&gt;Free Tier&lt;/a&gt;&lt;/strong&gt; — 5,000 requests/month, no credit card required&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://pkgwatch.laranjo.dev/docs" rel="noopener noreferrer"&gt;Documentation&lt;/a&gt;&lt;/strong&gt; — Full API reference&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  What's Next
&lt;/h2&gt;

&lt;p&gt;I'm actively working on:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;More package registries (PyPI is already supported, Cargo/Go coming soon)&lt;/li&gt;
&lt;li&gt;Historical trend analysis&lt;/li&gt;
&lt;li&gt;Slack/Discord notifications for health changes&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Would love to hear your feedback! What signals would you want to see tracked?&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;Links:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Website: &lt;a href="https://pkgwatch.laranjo.dev" rel="noopener noreferrer"&gt;https://pkgwatch.laranjo.dev&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;GitHub: &lt;a href="https://github.com/Dlaranjo/pkgwatch" rel="noopener noreferrer"&gt;https://github.com/Dlaranjo/pkgwatch&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;npm: &lt;a href="https://www.npmjs.com/package/@pkgwatch/cli" rel="noopener noreferrer"&gt;https://www.npmjs.com/package/@pkgwatch/cli&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

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