<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Rushabh Shah</title>
    <description>The latest articles on DEV Community by Rushabh Shah (@rushabh5000).</description>
    <link>https://dev.to/rushabh5000</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3974218%2F8fd94442-cdb7-49c3-93f4-dc68a5af5320.jpg</url>
      <title>DEV Community: Rushabh Shah</title>
      <link>https://dev.to/rushabh5000</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/rushabh5000"/>
    <language>en</language>
    <item>
      <title>SAST vs SCA: why your CI pipeline needs both</title>
      <dc:creator>Rushabh Shah</dc:creator>
      <pubDate>Mon, 29 Jun 2026 11:13:44 +0000</pubDate>
      <link>https://dev.to/rushabh5000/sast-vs-sca-why-your-ci-pipeline-needs-both-52k0</link>
      <guid>https://dev.to/rushabh5000/sast-vs-sca-why-your-ci-pipeline-needs-both-52k0</guid>
      <description>&lt;p&gt;&lt;a href="https://dev.tourl"&gt;&lt;/a&gt;When security teams talk about "scanning" code in CI/CD, they usually mean one of two very different things: scanning the code you wrote (SAST) or scanning the open-source code you imported (SCA). Both are called "security scanners." Both produce findings with severities and CVE-like identifiers. But they catch almost completely different vulnerability classes, and understanding that distinction determines whether you actually close your real risk gaps or just feel like you have.&lt;/p&gt;

&lt;h2&gt;
  
  
  What SAST scans
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Static Application Security Testing (SAST)&lt;/strong&gt; reads your source code — the JavaScript, Python, Java, Go, Ruby files that your team writes — and looks for security flaws in the code itself. SQL injection in a database query. A hardcoded AWS key in a config file. An XSS vector in a template. A call to &lt;code&gt;MD5&lt;/code&gt; where &lt;code&gt;bcrypt&lt;/code&gt; should be. An HTTP endpoint that passes user input to a shell command.&lt;/p&gt;

&lt;p&gt;SAST doesn't know about or care about which npm packages you installed. It's analyzing your code logic. A SAST tool will flag this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;result&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;query&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;`SELECT * FROM users WHERE id = &lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;params&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;...because the user-controlled value &lt;code&gt;req.params.id&lt;/code&gt; flows directly into a SQL query without parameterization. It doesn't matter which database library you're using or whether that library has any CVEs. The bug is in your code.&lt;/p&gt;

&lt;h2&gt;
  
  
  What SCA scans
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Software Composition Analysis (SCA)&lt;/strong&gt; reads your dependency manifest — &lt;code&gt;package.json&lt;/code&gt;, &lt;code&gt;requirements.txt&lt;/code&gt;, &lt;code&gt;pom.xml&lt;/code&gt;, &lt;code&gt;go.mod&lt;/code&gt; — and checks every package (direct and transitive) against a vulnerability database like OSV. If you're running &lt;code&gt;lodash@4.17.4&lt;/code&gt;, which has a known prototype pollution CVE, SCA flags it.&lt;/p&gt;

&lt;p&gt;SCA doesn't analyze your code at all. It's checking the versions of the packages you depend on against a list of known-vulnerable versions. A perfect SAST run with zero findings can coexist with fifty SCA findings in your dependencies — and vice versa.&lt;/p&gt;

&lt;h2&gt;
  
  
  The blind spots in each
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;What SAST can't see:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Vulnerabilities introduced by the open-source packages you import&lt;/li&gt;
&lt;li&gt;Supply-chain attacks with no CVE (typosquatting, dependency confusion)&lt;/li&gt;
&lt;li&gt;Runtime configuration mistakes in cloud infrastructure&lt;/li&gt;
&lt;li&gt;Bugs that only manifest under specific execution conditions&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;What SCA can't see:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Security bugs in the code your team writes&lt;/li&gt;
&lt;li&gt;Hardcoded credentials in your own source files&lt;/li&gt;
&lt;li&gt;Weak cryptographic choices in your own logic&lt;/li&gt;
&lt;li&gt;Framework misconfigurations (CSRF disabled, DEBUG mode on, CORS wildcard)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The blind spots are almost perfectly complementary. An attacker probing your application has two main paths: exploit a bug in your code (SAST territory) or exploit a bug in a library you imported (SCA territory). Both scanners, covering both paths.&lt;/p&gt;

&lt;h2&gt;
  
  
  A concrete example: two reports, two attack surfaces
&lt;/h2&gt;

&lt;p&gt;Imagine a Node.js API with these two problems:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Problem A (SAST territory):&lt;/strong&gt; In &lt;code&gt;controllers/user.js&lt;/code&gt;, you build a MongoDB query with string interpolation from &lt;code&gt;req.query.username&lt;/code&gt;. This is a NoSQL injection vulnerability. It's in your code. No CVE exists for it. SCA will never find it.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Problem B (SCA territory):&lt;/strong&gt; You depend on &lt;code&gt;jsonwebtoken@8.5.1&lt;/code&gt;, which has a known algorithm confusion vulnerability (CVE-2022-23529). Your code calls &lt;code&gt;jwt.verify()&lt;/code&gt; correctly. SAST may not flag it because the call looks correct in isolation — the vulnerability is in the library's internal implementation.&lt;/p&gt;

&lt;p&gt;These are two real attack vectors. One scanner catches Problem A; the other catches Problem B. Running only SCA leaves NoSQL injection open. Running only SAST leaves the JWT library vulnerability open.&lt;/p&gt;

&lt;h2&gt;
  
  
  The combined CI gate
&lt;/h2&gt;

&lt;p&gt;The most effective CI configuration runs both in parallel:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# GitHub Actions — combined SCA + SAST gate&lt;/span&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;Rushabh5000/dep-warden/cli@main&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;file&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;package-lock.json&lt;/span&gt;   &lt;span class="c1"&gt;# SCA: dependency scan&lt;/span&gt;
    &lt;span class="na"&gt;sast-dir&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;./src&lt;/span&gt;           &lt;span class="c1"&gt;# SAST: static analysis&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;span class="na"&gt;sast-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;p&gt;This single step:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Parses &lt;code&gt;package-lock.json&lt;/code&gt;, resolves the full transitive dependency tree, checks OSV/KEV/EPSS for vulnerabilities and typosquats&lt;/li&gt;
&lt;li&gt;Walks &lt;code&gt;./src&lt;/code&gt;, detects languages, runs pattern + taint analysis across all source files against 300+ security rules&lt;/li&gt;
&lt;li&gt;Fails the build if either scan produces a HIGH or CRITICAL finding&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Two scan types, one gate, no account required.&lt;/p&gt;

&lt;h2&gt;
  
  
  Prioritization across both
&lt;/h2&gt;

&lt;p&gt;When findings come from both SAST and SCA, the combined priority order:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;SCA: KEV-listed + direct dependency + fix available&lt;/strong&gt; — attackers are actively using this, you can fix it now&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;SAST: HIGH-confidence injection/RCE finding&lt;/strong&gt; — user input confirmed flowing to a dangerous sink&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;SCA: HIGH CVSS + EPSS &amp;gt; 0.10 + fix available&lt;/strong&gt; — elevated exploitation probability&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;SAST: hardcoded credential&lt;/strong&gt; — immediate exposure risk if it reaches a repo&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Everything else&lt;/strong&gt; — triage by severity and confidence, don't block releases on MEDIUM/LOW&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What DepWarden gives you
&lt;/h2&gt;

&lt;p&gt;DepWarden combines both scanners in one tool, free and without an account:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;SCA&lt;/strong&gt; across 11 package ecosystems (npm, PyPI, Maven, Gradle, Go, Cargo, Composer, RubyGems, NuGet, Dart, Swift) with OSV/KEV/EPSS enrichment and exploitability-first prioritization&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;SAST&lt;/strong&gt; across 15 languages and IaC formats, with 300+ security rules covering injection, XSS, secrets, weak crypto, framework-specific misconfigurations, and more&lt;/li&gt;
&lt;li&gt;A single &lt;strong&gt;GitHub Action&lt;/strong&gt; that gates pull requests with both scanners in one step&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The only scanner you need in CI to cover the two main attack paths against your application.&lt;/p&gt;

&lt;p&gt;See also: &lt;a href="https://depwarden.in/blog/what-is-sast" rel="noopener noreferrer"&gt;what is SAST?&lt;/a&gt;, &lt;a href="https://depwarden.in/blog/cvss-epss-kev-guide" rel="noopener noreferrer"&gt;CVSS, EPSS and KEV guide&lt;/a&gt;, &lt;a href="https://depwarden.in/blog/free-snyk-alternative" rel="noopener noreferrer"&gt;free Snyk alternative&lt;/a&gt;.&lt;/p&gt;

</description>
      <category>sast</category>
      <category>security</category>
      <category>devsecops</category>
      <category>webdev</category>
    </item>
  </channel>
</rss>
