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    <title>DEV Community: GREGORY BRANDON HUANCA MERMA</title>
    <description>The latest articles on DEV Community by GREGORY BRANDON HUANCA MERMA (@gregobhm).</description>
    <link>https://dev.to/gregobhm</link>
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      <title>API Testing Frameworks Comparison: REST Assured vs Postman vs Playwright</title>
      <dc:creator>GREGORY BRANDON HUANCA MERMA</dc:creator>
      <pubDate>Sun, 06 Jul 2025 05:15:12 +0000</pubDate>
      <link>https://dev.to/gregobhm/api-testing-frameworks-comparison-rest-assured-vs-postman-vs-playwright-16pd</link>
      <guid>https://dev.to/gregobhm/api-testing-frameworks-comparison-rest-assured-vs-postman-vs-playwright-16pd</guid>
      <description>&lt;p&gt;API testing is crucial for ensuring your services work correctly. In this article, we'll compare three popular API testing frameworks with real-world examples.&lt;/p&gt;

&lt;h2&gt;
  
  
  Table of Contents
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Overview&lt;/li&gt;
&lt;li&gt;REST Assured (Java)&lt;/li&gt;
&lt;li&gt;Postman/Newman (JavaScript)&lt;/li&gt;
&lt;li&gt;Playwright (TypeScript)&lt;/li&gt;
&lt;li&gt;Comparison Table&lt;/li&gt;
&lt;li&gt;When to Use Each&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Overview
&lt;/h2&gt;

&lt;p&gt;We'll test a simple Product API with these endpoints:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;code&gt;GET /products/{id}&lt;/code&gt; - Get product by ID&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;POST /products&lt;/code&gt; - Create new product&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;PUT /products/{id}&lt;/code&gt; - Update product&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  REST Assured (Java)
&lt;/h2&gt;

&lt;p&gt;REST Assured uses a fluent API with Given-When-Then syntax, perfect for Java developers.&lt;/p&gt;

&lt;h3&gt;
  
  
  Setup
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight xml"&gt;&lt;code&gt;&lt;span class="c"&gt;&amp;lt;!-- pom.xml --&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;dependency&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;groupId&amp;gt;&lt;/span&gt;io.rest-assured&lt;span class="nt"&gt;&amp;lt;/groupId&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;artifactId&amp;gt;&lt;/span&gt;rest-assured&lt;span class="nt"&gt;&amp;lt;/artifactId&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;version&amp;gt;&lt;/span&gt;5.3.2&lt;span class="nt"&gt;&amp;lt;/version&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;scope&amp;gt;&lt;/span&gt;test&lt;span class="nt"&gt;&amp;lt;/scope&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;/dependency&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;dependency&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;groupId&amp;gt;&lt;/span&gt;org.junit.jupiter&lt;span class="nt"&gt;&amp;lt;/groupId&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;artifactId&amp;gt;&lt;/span&gt;junit-jupiter&lt;span class="nt"&gt;&amp;lt;/artifactId&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;version&amp;gt;&lt;/span&gt;5.9.2&lt;span class="nt"&gt;&amp;lt;/version&amp;gt;&lt;/span&gt;
    &lt;span class="nt"&gt;&amp;lt;scope&amp;gt;&lt;/span&gt;test&lt;span class="nt"&gt;&amp;lt;/scope&amp;gt;&lt;/span&gt;
&lt;span class="nt"&gt;&amp;lt;/dependency&amp;gt;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Basic Test Example
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;static&lt;/span&gt; &lt;span class="n"&gt;io&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;restassured&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;RestAssured&lt;/span&gt;&lt;span class="o"&gt;.*;&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;static&lt;/span&gt; &lt;span class="n"&gt;org&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;hamcrest&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;Matchers&lt;/span&gt;&lt;span class="o"&gt;.*;&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;org.junit.jupiter.api.Test&lt;/span&gt;&lt;span class="o"&gt;;&lt;/span&gt;

&lt;span class="kd"&gt;public&lt;/span&gt; &lt;span class="kd"&gt;class&lt;/span&gt; &lt;span class="nc"&gt;ProductApiTest&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;

    &lt;span class="nd"&gt;@Test&lt;/span&gt;
    &lt;span class="kd"&gt;public&lt;/span&gt; &lt;span class="kt"&gt;void&lt;/span&gt; &lt;span class="nf"&gt;testGetProduct&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
        &lt;span class="n"&gt;given&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;baseUri&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"https://api.example.com"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;header&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"Authorization"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="s"&gt;"Bearer token123"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
        &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;when&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;get&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"/products/1"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
        &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;then&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;statusCode&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;contentType&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"application/json"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"id"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;equalTo&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;))&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"name"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;notNullValue&lt;/span&gt;&lt;span class="o"&gt;())&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"price"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;greaterThan&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;0.0f&lt;/span&gt;&lt;span class="o"&gt;));&lt;/span&gt;
    &lt;span class="o"&gt;}&lt;/span&gt;

    &lt;span class="nd"&gt;@Test&lt;/span&gt;
    &lt;span class="kd"&gt;public&lt;/span&gt; &lt;span class="kt"&gt;void&lt;/span&gt; &lt;span class="nf"&gt;testCreateProduct&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
        &lt;span class="nc"&gt;String&lt;/span&gt; &lt;span class="n"&gt;productJson&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="sh"&gt;"""
            {
                "name": "Laptop",
                "price": 999.99,
                "category": "Electronics"
            }
            """&lt;/span&gt;&lt;span class="o"&gt;;&lt;/span&gt;

        &lt;span class="n"&gt;given&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;baseUri&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"https://api.example.com"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;header&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"Authorization"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="s"&gt;"Bearer token123"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;contentType&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"application/json"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="n"&gt;productJson&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
        &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;when&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;post&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"/products"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
        &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;then&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;statusCode&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;201&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"id"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;notNullValue&lt;/span&gt;&lt;span class="o"&gt;())&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"name"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;equalTo&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"Laptop"&lt;/span&gt;&lt;span class="o"&gt;));&lt;/span&gt;
    &lt;span class="o"&gt;}&lt;/span&gt;
&lt;span class="o"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Postman/Newman (JavaScript)
&lt;/h2&gt;

&lt;p&gt;Postman provides a visual interface, while Newman runs collections from command line.&lt;/p&gt;

&lt;h3&gt;
  
  
  Collection Setup
&lt;/h3&gt;

&lt;p&gt;Create a Postman collection with environment variables:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"baseUrl"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"https://api.example.com"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"authToken"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Bearer token123"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Pre-request Script
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// Get auth token if not exists&lt;/span&gt;
&lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;authToken&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sendRequest&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
        &lt;span class="na"&gt;url&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;authUrl&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/login&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;method&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;POST&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;header&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Content-Type&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;application/json&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt;
        &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="na"&gt;mode&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;raw&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;raw&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
                &lt;span class="na"&gt;username&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;testuser&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
                &lt;span class="na"&gt;password&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;testpass&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;
            &lt;span class="p"&gt;})&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;err&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;err&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;token&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;().&lt;/span&gt;&lt;span class="nx"&gt;token&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
            &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;set&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;authToken&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Bearer &lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="nx"&gt;token&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="p"&gt;});&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Test Script
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// Test GET /products/1&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Status code is 200&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Response has required fields&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;product&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;property&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;id&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;property&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;name&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;property&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;price&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;price&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;be&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;above&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Response time is acceptable&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;responseTime&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;be&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;below&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2000&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Save product ID for next requests&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Save product data&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;product&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;set&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;productId&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;product&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="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Run with Newman
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Install Newman&lt;/span&gt;
npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-g&lt;/span&gt; newman

&lt;span class="c"&gt;# Run collection&lt;/span&gt;
newman run collection.json &lt;span class="nt"&gt;-e&lt;/span&gt; environment.json &lt;span class="nt"&gt;--reporters&lt;/span&gt; cli,junit
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Playwright (TypeScript)
&lt;/h2&gt;

&lt;p&gt;Playwright offers modern API testing with excellent TypeScript support.&lt;/p&gt;

&lt;h3&gt;
  
  
  Setup
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm init playwright@latest
npm &lt;span class="nb"&gt;install&lt;/span&gt; @faker-js/faker
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;





&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight typescript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// playwright.config.ts&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;defineConfig&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;@playwright/test&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="nf"&gt;defineConfig&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
  &lt;span class="na"&gt;use&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="na"&gt;baseURL&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;https://api.example.com&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="na"&gt;extraHTTPHeaders&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Authorization&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Bearer token123&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="na"&gt;reporter&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;html&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;junit&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;outputFile&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;results.xml&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt; &lt;span class="p"&gt;}]]&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Test Example
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight typescript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// tests/product-api.spec.ts&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;test&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;expect&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;@playwright/test&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;faker&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;@faker-js/faker&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;test&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;describe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Product API Tests&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;

  &lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;should get product by ID&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;async &lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/products/1&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;ok&lt;/span&gt;&lt;span class="p"&gt;()).&lt;/span&gt;&lt;span class="nf"&gt;toBeTruthy&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;status&lt;/span&gt;&lt;span class="p"&gt;()).&lt;/span&gt;&lt;span class="nf"&gt;toBe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;product&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toHaveProperty&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;id&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toHaveProperty&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;name&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toHaveProperty&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;price&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;product&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;price&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toBeGreaterThan&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;});&lt;/span&gt;

  &lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;should create new product&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;async &lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;newProduct&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;faker&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;commerce&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;productName&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt;
      &lt;span class="na"&gt;price&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nf"&gt;parseFloat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;faker&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;commerce&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;price&lt;/span&gt;&lt;span class="p"&gt;()),&lt;/span&gt;
      &lt;span class="na"&gt;category&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Electronics&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;post&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/products&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;data&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;newProduct&lt;/span&gt;
    &lt;span class="p"&gt;});&lt;/span&gt;

    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;status&lt;/span&gt;&lt;span class="p"&gt;()).&lt;/span&gt;&lt;span class="nf"&gt;toBe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;201&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;createdProduct&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;createdProduct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toBe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;newProduct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;createdProduct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;price&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toBe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;newProduct&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;price&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;});&lt;/span&gt;

  &lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;should handle not found error&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;async &lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/products/99999&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;status&lt;/span&gt;&lt;span class="p"&gt;()).&lt;/span&gt;&lt;span class="nf"&gt;toBe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;404&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;error&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toHaveProperty&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;message&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;});&lt;/span&gt;

  &lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;should validate response time&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;async &lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;startTime&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;now&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;request&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/products/1&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;responseTime&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;now&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="nx"&gt;startTime&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

    &lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseTime&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;toBeLessThan&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2000&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;});&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Run Tests
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Run all tests&lt;/span&gt;
npx playwright &lt;span class="nb"&gt;test&lt;/span&gt;

&lt;span class="c"&gt;# Run specific test file&lt;/span&gt;
npx playwright &lt;span class="nb"&gt;test &lt;/span&gt;tests/product-api.spec.ts

&lt;span class="c"&gt;# Run with UI mode&lt;/span&gt;
npx playwright &lt;span class="nb"&gt;test&lt;/span&gt; &lt;span class="nt"&gt;--ui&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Comparison Table
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Feature&lt;/th&gt;
&lt;th&gt;REST Assured&lt;/th&gt;
&lt;th&gt;Postman/Newman&lt;/th&gt;
&lt;th&gt;Playwright&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Language&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Java&lt;/td&gt;
&lt;td&gt;JavaScript&lt;/td&gt;
&lt;td&gt;TypeScript/JS&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Learning Curve&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;td&gt;Easy&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Setup Complexity&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Medium&lt;/td&gt;
&lt;td&gt;Easy&lt;/td&gt;
&lt;td&gt;Easy&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;CI/CD Integration&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Excellent&lt;/td&gt;
&lt;td&gt;Good&lt;/td&gt;
&lt;td&gt;Excellent&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Reporting&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Good&lt;/td&gt;
&lt;td&gt;Excellent&lt;/td&gt;
&lt;td&gt;Excellent&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Parallel Execution&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Yes&lt;/td&gt;
&lt;td&gt;Limited&lt;/td&gt;
&lt;td&gt;Yes&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Data Generation&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Manual&lt;/td&gt;
&lt;td&gt;Manual&lt;/td&gt;
&lt;td&gt;Built-in (Faker)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Debugging&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;IDE&lt;/td&gt;
&lt;td&gt;GUI + Console&lt;/td&gt;
&lt;td&gt;VS Code + UI Mode&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  When to Use Each
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Choose REST Assured if:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Your team uses Java/JVM languages&lt;/li&gt;
&lt;li&gt;You need complex test logic and assertions&lt;/li&gt;
&lt;li&gt;You want strong IDE integration&lt;/li&gt;
&lt;li&gt;You're testing Java microservices&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Choose Postman/Newman if:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;You need visual test creation&lt;/li&gt;
&lt;li&gt;Your team prefers GUI tools&lt;/li&gt;
&lt;li&gt;You want easy collaboration and sharing&lt;/li&gt;
&lt;li&gt;You need detailed test documentation&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Choose Playwright if:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;You want modern tooling with TypeScript&lt;/li&gt;
&lt;li&gt;You need both API and E2E testing&lt;/li&gt;
&lt;li&gt;You want excellent debugging capabilities&lt;/li&gt;
&lt;li&gt;You value fast execution and parallel testing&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Example Repository Structure
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;api-testing-comparison/
├── rest-assured/
│   ├── pom.xml
│   └── src/test/java/ProductApiTest.java
├── postman/
│   ├── collection.json
│   ├── environment.json
│   └── package.json
├── playwright/
│   ├── playwright.config.ts
│   ├── package.json
│   └── tests/product-api.spec.ts
└── README.md
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  GitHub Actions CI Example
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# .github/workflows/api-tests.yml&lt;/span&gt;
&lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;API Tests&lt;/span&gt;

&lt;span class="na"&gt;on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="nv"&gt;push&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="nv"&gt;pull_request&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;

&lt;span class="na"&gt;jobs&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;test&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;runs-on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;ubuntu-latest&lt;/span&gt;
    &lt;span class="na"&gt;strategy&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="na"&gt;matrix&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
        &lt;span class="na"&gt;framework&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="nv"&gt;rest-assured&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="nv"&gt;newman&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="nv"&gt;playwright&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;

    &lt;span class="na"&gt;steps&lt;/span&gt;&lt;span class="pi"&gt;:&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;actions/checkout@v3&lt;/span&gt;

    &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Setup Java (REST Assured)&lt;/span&gt;
      &lt;span class="na"&gt;if&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;matrix.framework == 'rest-assured'&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;actions/setup-java@v3&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;java-version&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s1"&gt;'&lt;/span&gt;&lt;span class="s"&gt;17'&lt;/span&gt;
        &lt;span class="na"&gt;distribution&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s1"&gt;'&lt;/span&gt;&lt;span class="s"&gt;temurin'&lt;/span&gt;

    &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Setup Node.js (Newman/Playwright)&lt;/span&gt;
      &lt;span class="na"&gt;if&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;matrix.framework != 'rest-assured'&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;actions/setup-node@v3&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;node-version&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s1"&gt;'&lt;/span&gt;&lt;span class="s"&gt;18'&lt;/span&gt;

    &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Run REST Assured Tests&lt;/span&gt;
      &lt;span class="na"&gt;if&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;matrix.framework == 'rest-assured'&lt;/span&gt;
      &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;|&lt;/span&gt;
        &lt;span class="s"&gt;cd rest-assured&lt;/span&gt;
        &lt;span class="s"&gt;mvn test&lt;/span&gt;

    &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Run Newman Tests&lt;/span&gt;
      &lt;span class="na"&gt;if&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;matrix.framework == 'newman'&lt;/span&gt;
      &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;|&lt;/span&gt;
        &lt;span class="s"&gt;cd postman&lt;/span&gt;
        &lt;span class="s"&gt;npm install -g newman&lt;/span&gt;
        &lt;span class="s"&gt;newman run collection.json -e environment.json&lt;/span&gt;

    &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Run Playwright Tests&lt;/span&gt;
      &lt;span class="na"&gt;if&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;matrix.framework == 'playwright'&lt;/span&gt;
      &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;|&lt;/span&gt;
        &lt;span class="s"&gt;cd playwright&lt;/span&gt;
        &lt;span class="s"&gt;npm ci&lt;/span&gt;
        &lt;span class="s"&gt;npx playwright install&lt;/span&gt;
        &lt;span class="s"&gt;npx playwright test&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Conclusion
&lt;/h2&gt;

&lt;p&gt;Each framework has its strengths:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;REST Assured&lt;/strong&gt; excels in Java environments with powerful assertions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Postman/Newman&lt;/strong&gt; provides the best user experience for manual and automated testing&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Playwright&lt;/strong&gt; offers modern tooling with excellent TypeScript support&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Choose based on your team's skills, existing tech stack, and testing requirements. You can also use multiple frameworks for different types of testing in the same project.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>[Boost]</title>
      <dc:creator>GREGORY BRANDON HUANCA MERMA</dc:creator>
      <pubDate>Mon, 09 Jun 2025 19:42:20 +0000</pubDate>
      <link>https://dev.to/gregobhm/-cai</link>
      <guid>https://dev.to/gregobhm/-cai</guid>
      <description>&lt;div class="ltag__link--embedded"&gt;
  &lt;div class="crayons-story "&gt;
  &lt;a href="https://dev.to/gregobhm/mastering-api-testing-with-postman-real-world-scenarios-and-practical-tips-5eg0" class="crayons-story__hidden-navigation-link"&gt;🧪API Testing with Postman: From Basics to Real-World Scenarios 🚀🚀&lt;/a&gt;


  &lt;div class="crayons-story__body crayons-story__body-full_post"&gt;
    &lt;div class="crayons-story__top"&gt;
      &lt;div class="crayons-story__meta"&gt;
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</description>
      <category>programming</category>
      <category>tutorial</category>
      <category>opensource</category>
    </item>
    <item>
      <title>🧪API Testing with Postman: From Basics to Real-World Scenarios 🚀🚀</title>
      <dc:creator>GREGORY BRANDON HUANCA MERMA</dc:creator>
      <pubDate>Sun, 08 Jun 2025 05:00:48 +0000</pubDate>
      <link>https://dev.to/gregobhm/mastering-api-testing-with-postman-real-world-scenarios-and-practical-tips-5eg0</link>
      <guid>https://dev.to/gregobhm/mastering-api-testing-with-postman-real-world-scenarios-and-practical-tips-5eg0</guid>
      <description>&lt;h2&gt;
  
  
  Introduction
&lt;/h2&gt;

&lt;p&gt;In today's interconnected digital landscape, Application Programming Interfaces (APIs) are the unsung heroes, facilitating seamless communication between diverse software systems. Whether you're using a mobile app, interacting with a web service, or integrating third-party tools, APIs are the invisible backbone making it all happen. Given their critical role, ensuring the reliability, functionality, and performance of these APIs through robust testing is paramount.&lt;/p&gt;

&lt;p&gt;While numerous tools and frameworks exist for API testing, Postman has emerged as a powerhouse, beloved by developers and quality assurance (QA) engineers alike for its intuitive interface, comprehensive features, and collaborative capabilities. This article will guide you through effectively leveraging Postman for API testing, moving beyond basic requests to explore real-world scenarios, practical code examples, and insightful conclusions.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why Choose Postman for API Testing? 🤔
&lt;/h2&gt;

&lt;p&gt;Postman has evolved significantly from its humble beginnings as a Chrome browser extension into a full-fledged API development and testing platform. Its widespread adoption is due to several compelling advantages.&lt;/p&gt;

&lt;blockquote&gt;
&lt;ol&gt;
&lt;li&gt;User-Friendly Interface: Postman's graphical user interface (GUI) is incredibly intuitive, making it easy for beginners to send requests and inspect responses without a steep learning curve.&lt;/li&gt;
&lt;li&gt;Code-Optional Start: You can begin basic API testing without writing a single line of code, making it highly accessible. As your needs grow, its powerful scripting capabilities allow for complex test scenarios.&lt;/li&gt;
&lt;li&gt;Comprehensive HTTP Support: It supports all standard HTTP methods (GET, POST, PUT, DELETE, PATCH) and various authentication mechanisms (Basic, OAuth, Bearer Tokens, etc.).&lt;/li&gt;
&lt;li&gt;Rich Feature Set: Beyond sending requests, Postman offers robust functionalities for writing automated tests, generating API documentation, monitoring API performance, and even simulating API responses with mock servers.&lt;/li&gt;
&lt;li&gt;Collaboration and Sharing: Postman facilitates team collaboration through collections, environments, and workspaces, allowing seamless sharing of API requests and test suites.&lt;/li&gt;
&lt;li&gt;Cross-Platform Compatibility: Available as a native application for Windows, macOS, and Linux, ensuring accessibility regardless of your operating system.&lt;/li&gt;
&lt;/ol&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Getting Started: Your First API Request and Simple Validation 🏁
&lt;/h2&gt;

&lt;p&gt;Let's kick things off with a fundamental API interaction: a GET request. We'll use the JSONPlaceholder API, a popular free fake API for testing and prototyping.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Launch Postman: Open the Postman desktop application.&lt;/li&gt;
&lt;li&gt;Create a New Request: Click the + icon to open a new request tab.&lt;/li&gt;
&lt;li&gt;Configure the Request:

&lt;ul&gt;
&lt;li&gt;Set the HTTP method dropdown to GET.&lt;/li&gt;
&lt;li&gt;Enter the URL: &lt;a href="https://jsonplaceholder.typicode.com/posts/1" rel="noopener noreferrer"&gt;https://jsonplaceholder.typicode.com/posts/1&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;Send the Request: Click the blue Send button.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;You should immediately see a JSON response in the "Response" section, providing details for a single post:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"userId"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"id"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"title"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"sunt aut facere repellat provident occaecati excepturi optio reprehenderit"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"body"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"quia et suscipit&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s2"&gt;suscipit recusandae consequuntur expedita et cum&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s2"&gt;reprehenderit molestiae ut ut quas totam&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s2"&gt;nostrum rerum est est autem sunt rem eveniet architecto"&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This is a good start, but a response alone isn't proof of correct functionality. This is where API testing comes in!&lt;/p&gt;

&lt;h2&gt;
  
  
  Real-World Example 1: Robust Response Validation with Tests ✅
&lt;/h2&gt;

&lt;p&gt;The heart of effective API testing in Postman lies in its "Tests" tab. Here, you can write JavaScript code that executes after the API response is received, allowing you to assert conditions and validate data.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Let's add some validation to our previous GET request.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;ul&gt;
&lt;li&gt;Navigate back to your request tab.&lt;/li&gt;
&lt;li&gt;Click on the "Tests" tab (located directly below the URL bar).&lt;/li&gt;
&lt;li&gt;Add the following JavaScript code. Postman provides a pm (Postman) object with a powerful API for assertions (pm.expect) and interactions (pm.response, pm.environment, etc.).
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// Test 1: Validate the HTTP status code is 200 OK&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Status code is 200 OK&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Test 2: Ensure the response is of JSON type&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Content-Type header is application/json&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;header&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Content-Type&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Content-Type&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;include&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;application/json&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Parse the JSON response for further assertions&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;responseJson&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

&lt;span class="c1"&gt;// Test 3: Check if the response body contains the 'title' property&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Response has 'title' property&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseJson&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;property&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;title&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Test 4: Verify the title content for post ID 1&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Title content is as expected&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseJson&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;title&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;eql&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;sunt aut facere repellat provident occaecati excepturi optio reprehenderit&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Test 5: Validate the data type of 'userId'&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;userId is a number&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseJson&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;be&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;a&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;number&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Test 6: Check for a specific value in 'id'&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;ID is 1&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseJson&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="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;eql&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ul&gt;
&lt;li&gt;Click "Send" again.&lt;/li&gt;
&lt;li&gt;After the response loads, click on the "Test Results" tab in the response section. You should see all your defined tests passing, confirming that the API behaves as expected! 🎉&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This example showcases how you can programmatically assert various aspects of an API's response, moving beyond manual inspection to automated, reliable checks.&lt;/p&gt;

&lt;h2&gt;
  
  
  Real-World Example 2: Chaining Requests with Environment Variables ⛓️
&lt;/h2&gt;

&lt;p&gt;Many real-world API workflows involve sequential operations where the output of one API call serves as the input for a subsequent one. Postman's environment variables are indispensable for managing such dependencies and maintaining dynamic data.&lt;/p&gt;

&lt;p&gt;Consider a common scenario:&lt;/p&gt;

&lt;p&gt;Create a new resource (e.g., a user, a post) using a POST request.&lt;br&gt;
Retrieve the details of this newly created resource using a GET request, typically by its ID which was returned by the POST request.&lt;/p&gt;
&lt;h2&gt;
  
  
  Step A: Set up an Environment for Dynamic Data 🛠️
&lt;/h2&gt;

&lt;p&gt;Environments allow you to group related variables and switch between different configurations (e.g., development, staging, production).&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;In Postman, click the "Environments" dropdown in the top right corner and select "Manage Environments."&lt;/li&gt;
&lt;li&gt;Click the "Add" button to create a new environment. Name it DevTo Article Examples.&lt;/li&gt;
&lt;li&gt;Add an initial variable:&lt;/li&gt;
&lt;li&gt;Variable: baseUrl&lt;/li&gt;
&lt;li&gt;Initial Value: &lt;a href="https://jsonplaceholder.typicode.com" rel="noopener noreferrer"&gt;https://jsonplaceholder.typicode.com&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Current Value: &lt;a href="https://jsonplaceholder.typicode.com" rel="noopener noreferrer"&gt;https://jsonplaceholder.typicode.com&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Close the "Manage Environments" modal. From the environment dropdown, ensure DevTo Article Examples is selected.&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;
  
  
  Step B: Create a POST Request to Create a New Resource ✍️
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;Open a new request tab.&lt;/li&gt;
&lt;li&gt;Set the HTTP method to POST.&lt;/li&gt;
&lt;li&gt;Set the URL to {{baseUrl}}/posts.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Note: {{baseUrl}} dynamically fetches its value from your selected environment.&lt;br&gt;
Go to the "Body" tab, select the raw radio button, and choose JSON from the dropdown.&lt;/p&gt;

&lt;p&gt;&lt;code&gt;Enter the following JSON payload&lt;/code&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"title"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"My Dynamic Post Created by Postman"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"body"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"This is the body content for a post created dynamically during testing."&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"userId"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;101&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;blockquote&gt;
&lt;p&gt;Navigate to the "Tests" tab and add the following JavaScript. This script will extract the id of the newly created post from the response and store it in an environment variable newPostId.&lt;br&gt;
&lt;/p&gt;
&lt;/blockquote&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// Test: Verify the creation status code&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Status code is 201 Created&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;201&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// 201 Created is expected for successful resource creation&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Extract the 'id' from the response and set it as an environment variable&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Extract new post ID and set environment variable&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;responseJson&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseJson&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;property&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;id&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// Ensure the 'id' exists in the response&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;set&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;newPostId&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;responseJson&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="c1"&gt;// Store the ID&lt;/span&gt;
    &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Newly created Post ID (stored in environment): &lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;newPostId&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;blockquote&gt;
&lt;p&gt;Click "Send". You should receive a 201 Created status, and if you click the "eye" icon next to the "Environments" dropdown, you'll see newPostId now holds the ID returned by the API.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Step C: Create a GET Request Using the Extracted ID 🔍
&lt;/h2&gt;

&lt;p&gt;Now, let's use the newPostId to fetch the details of the post we just created.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Open another new request tab.&lt;/li&gt;
&lt;li&gt;Set the HTTP method to GET.&lt;/li&gt;
&lt;li&gt;Set the URL to {{baseUrl}}/posts/{{newPostId}}.&lt;/li&gt;
&lt;/ol&gt;

&lt;blockquote&gt;
&lt;p&gt;Note: Both baseUrl and newPostId are dynamically pulled from the environment.&lt;br&gt;
Go to the "Tests" tab and add validation for this GET request:&lt;br&gt;
&lt;/p&gt;
&lt;/blockquote&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// Test: Validate the retrieval status code&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Status code is 200 OK&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;have&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Parse the JSON response&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;responseJson&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

&lt;span class="c1"&gt;// Test: Verify the ID of the fetched post matches the stored ID&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Fetched post ID matches the created ID&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseJson&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="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;eql&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;environment&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;newPostId&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;

&lt;span class="c1"&gt;// Test: Verify the title of the fetched post matches the one we sent&lt;/span&gt;
&lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;test&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Fetched post title matches expected&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;function &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="nx"&gt;pm&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;expect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;responseJson&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;title&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;to&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;eql&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;My Dynamic Post Created by Postman&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;blockquote&gt;
&lt;p&gt;Click "Send". You'll observe that the GET request successfully retrieves the specific post created by your previous POST request, demonstrating a powerful chaining mechanism!&lt;/p&gt;

&lt;p&gt;This pattern is incredibly valuable for testing complex API workflows like user registration followed by login, or order creation followed by order status updates.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Advanced Strategies for Streamlined Postman Testing 💡
&lt;/h2&gt;

&lt;p&gt;To truly master API testing with Postman, consider integrating these advanced practices into your workflow:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Organize with Collections and Folders: For larger projects, group related requests into Collections and use nested Folders. This improves readability, maintainability, and allows for running subsets of tests.&lt;/li&gt;
&lt;li&gt;Pre-request Scripts: Use the "Pre-request Script" tab to execute JavaScript code before a request is sent. This is ideal for generating dynamic data (timestamps, unique IDs), setting up request headers, or handling complex authentication flows (e.g., generating JWTs).&lt;/li&gt;
&lt;li&gt;Collection Runner for Automation: Postman's "Collection Runner" allows you to execute an entire collection or a specific folder of requests sequentially. It provides a detailed summary of test results, making it perfect for regression testing. You can also integrate data files (CSV, JSON) for data-driven testing.&lt;/li&gt;
&lt;li&gt;Newman for CI/CD Integration: For truly automated testing in your Continuous Integration/Continuous Delivery (CI/CD) pipeline, use Newman. This is Postman's command-line collection runner, enabling you to run your Postman tests as part of your automated build and deployment processes.&lt;/li&gt;
&lt;li&gt;Mock Servers: Need to test a front-end application while the backend API is still under development? Postman allows you to set up mock servers that simulate API responses based on your defined examples. This accelerates parallel development.&lt;/li&gt;
&lt;li&gt;API Documentation Generation: Postman can automatically generate and host interactive documentation for your APIs directly from your collections, keeping your API specifications always up-to-date.&lt;/li&gt;
&lt;li&gt;Environments for Different Stages: Beyond chaining, use environments to manage different API endpoints, credentials, or variable values for various deployment stages (e.g., Development, Staging, Production).~~&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Conclusions
&lt;/h2&gt;

&lt;p&gt;Postman is undeniably more than just an API client; it's a comprehensive ecosystem that empowers developers and QA professionals to build, test, document, and monitor APIs with unprecedented efficiency. By embracing its core functionalities – from intuitive request building and powerful test scripting to dynamic environment variables and automated collection runs – you can significantly enhance the quality, reliability, and maintainability of your API-driven applications.&lt;/p&gt;

&lt;p&gt;Integrating Postman into your development and testing workflow is a strategic move that pays dividends in the form of fewer bugs, faster release cycles, and a more robust software product. Start exploring its full potential today, and contribute to building the high-quality APIs that power our modern digital world! Happy testing! 🎉&lt;/p&gt;

</description>
      <category>programming</category>
      <category>tutorial</category>
      <category>opensource</category>
    </item>
    <item>
      <title>🔐From Zero to SAST Hero: Applying Codacy to a Clean ASP.NET Core Project</title>
      <dc:creator>GREGORY BRANDON HUANCA MERMA</dc:creator>
      <pubDate>Thu, 24 Apr 2025 15:54:48 +0000</pubDate>
      <link>https://dev.to/gregobhm/from-zero-to-sast-hero-applying-codacy-to-a-clean-aspnet-core-project-3c9d</link>
      <guid>https://dev.to/gregobhm/from-zero-to-sast-hero-applying-codacy-to-a-clean-aspnet-core-project-3c9d</guid>
      <description>&lt;h2&gt;
  
  
  ✅ Introduction
&lt;/h2&gt;

&lt;p&gt;Modern development demands security from the very first line of code.&lt;br&gt;&lt;br&gt;
Static Application Security Testing (SAST) tools help developers detect vulnerabilities early in the development lifecycle.&lt;/p&gt;

&lt;p&gt;In this article, I’ll walk you through how to apply &lt;strong&gt;Codacy&lt;/strong&gt;, a powerful but lightweight SAST platform, to an &lt;strong&gt;ASP.NET Core MVC&lt;/strong&gt; project from scratch, including:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ Project creation
&lt;/li&gt;
&lt;li&gt;🧪 Test setup
&lt;/li&gt;
&lt;li&gt;📊 Code coverage analysis
&lt;/li&gt;
&lt;li&gt;⚙️ GitHub Actions CI/CD
&lt;/li&gt;
&lt;li&gt;☁️ Automatic upload to Codacy
&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;
  
  
  🛠️ Step-by-step project setup
&lt;/h2&gt;
&lt;h3&gt;
  
  
  🔹 Step 1: Create the base solution and projects
&lt;/h3&gt;


&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="nb"&gt;mkdir &lt;/span&gt;CodacyDemoApp
&lt;span class="nb"&gt;cd &lt;/span&gt;CodacyDemoApp
dotnet new sln &lt;span class="nt"&gt;-n&lt;/span&gt; CodacyDemo 
dotnet new mvc &lt;span class="nt"&gt;-n&lt;/span&gt; CodacyDemoApp
dotnet new xunit &lt;span class="nt"&gt;-n&lt;/span&gt; CodacyDemoApp.Tests
dotnet sln CodacyDemo.sln add CodacyDemoApp/CodacyDemoApp.csproj
dotnet sln CodacyDemo.sln add CodacyDemoApp.Tests/CodacyDemoApp.Tests.csproj
dotnet add CodacyDemoApp.Tests/CodacyDemoApp.Tests.csproj reference CodacyDemoApp/CodacyDemoApp.csproj
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;h3&gt;
  
  
  🔹 Step 2: Add a vulnerable class for Codacy to analyze
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;CodacyDemoApp/Models/User.cs&lt;br&gt;
&lt;/p&gt;


&lt;/blockquote&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;namespace CodacyDemoApp.Models
{
    public class User
    {
        public string Username { get; set; }
        public string Password { get; set; } // insecure on purpose
    }
}
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  🔹 Step 3: Create a unit test
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;CodacyDemoApp.Tests/UnitTest1.cs&lt;br&gt;
&lt;/p&gt;
&lt;/blockquote&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight csharp"&gt;&lt;code&gt;&lt;span class="k"&gt;using&lt;/span&gt; &lt;span class="nn"&gt;CodacyDemoApp.Models&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="k"&gt;using&lt;/span&gt; &lt;span class="nn"&gt;Xunit&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="k"&gt;namespace&lt;/span&gt; &lt;span class="nn"&gt;CodacyDemoApp.Tests&lt;/span&gt;
&lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;public&lt;/span&gt; &lt;span class="k"&gt;class&lt;/span&gt; &lt;span class="nc"&gt;UserTests&lt;/span&gt;
    &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;Fact&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
        &lt;span class="k"&gt;public&lt;/span&gt; &lt;span class="k"&gt;void&lt;/span&gt; &lt;span class="nf"&gt;Should_Create_User_With_Username_And_Password&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
        &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="kt"&gt;var&lt;/span&gt; &lt;span class="n"&gt;user&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="n"&gt;User&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="n"&gt;Username&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"admin"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;Password&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"123"&lt;/span&gt; &lt;span class="p"&gt;};&lt;/span&gt;
            &lt;span class="n"&gt;Assert&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;Equal&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"admin"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Username&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
            &lt;span class="n"&gt;Assert&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;Equal&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"123"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Password&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  🔹 Step 4: Run tests and generate coverage
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;dotnet &lt;span class="nb"&gt;test &lt;/span&gt;CodacyDemoApp.Tests/CodacyDemoApp.Tests.csproj &lt;span class="nt"&gt;--collect&lt;/span&gt;:&lt;span class="s2"&gt;"XPlat Code Coverage"&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  🔹 Step 5: Convert coverage to Codacy-compatible format
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;dotnet tool &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;--global&lt;/span&gt; dotnet-reportgenerator-globaltool
reportgenerator &lt;span class="nt"&gt;-reports&lt;/span&gt;:&lt;span class="k"&gt;**&lt;/span&gt;/coverage.cobertura.xml &lt;span class="nt"&gt;-targetdir&lt;/span&gt;:coverage-report &lt;span class="nt"&gt;-reporttypes&lt;/span&gt;:Cobertura
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  🤖 Step 7: Create GitHub Actions workflow
&lt;/h3&gt;

&lt;blockquote&gt;
&lt;p&gt;.github/workflows/codacy.yml&lt;br&gt;
&lt;/p&gt;
&lt;/blockquote&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Codacy Coverage&lt;/span&gt;

&lt;span class="na"&gt;on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;push&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;branches&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt; &lt;span class="nv"&gt;main&lt;/span&gt; &lt;span class="pi"&gt;]&lt;/span&gt;
  &lt;span class="na"&gt;workflow_dispatch&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;

&lt;span class="na"&gt;jobs&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;analyze&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;runs-on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;ubuntu-latest&lt;/span&gt;
    &lt;span class="na"&gt;steps&lt;/span&gt;&lt;span class="pi"&gt;:&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;actions/checkout@v3&lt;/span&gt;

      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Setup .NET&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;actions/setup-dotnet@v4&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;dotnet-version&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s1"&gt;'&lt;/span&gt;&lt;span class="s"&gt;8.x'&lt;/span&gt;

      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Restore dependencies&lt;/span&gt;
        &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;dotnet restore&lt;/span&gt;

      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Run tests with coverage&lt;/span&gt;
        &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;dotnet test CodacyDemoApp.Tests/CodacyDemoApp.Tests.csproj --collect:"XPlat Code Coverage"&lt;/span&gt;

      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Install ReportGenerator&lt;/span&gt;
        &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;dotnet tool install --global dotnet-reportgenerator-globaltool&lt;/span&gt;

      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Generate coverage.xml&lt;/span&gt;
        &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;|&lt;/span&gt;
          &lt;span class="s"&gt;reportgenerator -reports:**/coverage.cobertura.xml -targetdir:coverage-report -reporttypes:Cobertura&lt;/span&gt;

      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Upload to Codacy&lt;/span&gt;
        &lt;span class="na"&gt;shell&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;bash&lt;/span&gt;
        &lt;span class="na"&gt;env&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
          &lt;span class="na"&gt;CODACY_PROJECT_TOKEN&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${{ secrets.CODACY_PROJECT_TOKEN }}&lt;/span&gt;
        &lt;span class="na"&gt;run&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;|&lt;/span&gt;
          &lt;span class="s"&gt;curl -Ls https://coverage.codacy.com/get.sh | bash&lt;/span&gt;
          &lt;span class="s"&gt;./codacy-coverage-reporter report -r coverage-report/Cobertura.xml&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  🔐 Step 8: Configure Codacy
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;Go to &lt;a href="https://app.codacy.com" rel="noopener noreferrer"&gt;https://app.codacy.com&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Import your GitHub repo&lt;/li&gt;
&lt;li&gt;Go to Settings &amp;gt; Integrations&lt;/li&gt;
&lt;li&gt;Create a new Project API Token&lt;/li&gt;
&lt;li&gt;Go back to GitHub &amp;gt; Settings &amp;gt; Secrets &amp;gt; Actions&lt;/li&gt;
&lt;li&gt;Add new secret:
    Name: CODACY_PROJECT_TOKEN
    Value: (Paste your token)&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  💻 GitHub Repository
&lt;/h2&gt;

&lt;p&gt;👉 &lt;strong&gt;Demo Code + GitHub Actions ready to deploy:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
🔗 &lt;a href="https://github.com/GregoBHM/CodacyDemoApp.git" rel="noopener noreferrer"&gt;View on GitHub&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;This repository includes:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ &lt;strong&gt;ASP.NET Core MVC project&lt;/strong&gt; (&lt;code&gt;CodacyDemoApp&lt;/code&gt;)&lt;/li&gt;
&lt;li&gt;🧪 &lt;strong&gt;Unit test project with xUnit&lt;/strong&gt; (&lt;code&gt;CodacyDemoApp.Tests&lt;/code&gt;)&lt;/li&gt;
&lt;li&gt;🔍 &lt;strong&gt;Static analysis with Codacy&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;📊 &lt;strong&gt;Code coverage reports&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;⚙️ &lt;strong&gt;GitHub Actions workflow:&lt;/strong&gt;

&lt;ul&gt;
&lt;li&gt;&lt;code&gt;.github/workflows/codacy.yml&lt;/code&gt;&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;📄 &lt;strong&gt;Detailed setup instructions&lt;/strong&gt; in &lt;code&gt;README.md&lt;/code&gt;
&lt;/li&gt;

&lt;/ul&gt;

&lt;h2&gt;
  
  
  ✅ What Codacy detects
&lt;/h2&gt;

&lt;p&gt;Hardcoded passwords&lt;/p&gt;

&lt;p&gt;Unused code&lt;/p&gt;

&lt;p&gt;Unvalidated input (if added)&lt;/p&gt;

&lt;p&gt;Code style issues&lt;/p&gt;

&lt;p&gt;Code coverage metric&lt;/p&gt;

&lt;h2&gt;
  
  
  📊 Example Result
&lt;/h2&gt;

&lt;p&gt;Once set up, Codacy will give you:&lt;/p&gt;

&lt;p&gt;Code grade (A–F)&lt;/p&gt;

&lt;p&gt;% test coverage&lt;/p&gt;

&lt;p&gt;Security, duplication, and style warnings&lt;/p&gt;

&lt;p&gt;GitHub PR comments with inline suggestions&lt;/p&gt;

&lt;h2&gt;
  
  
  🎓 Conclusion
&lt;/h2&gt;

&lt;p&gt;This guide showed how to:&lt;/p&gt;

&lt;p&gt;Build a secure, testable .NET app from scratch&lt;/p&gt;

&lt;p&gt;Use xUnit for basic unit testing&lt;/p&gt;

&lt;p&gt;Generate real code coverage reports&lt;/p&gt;

&lt;p&gt;Integrate everything into Codacy and CI/CD&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;✅ You now have a clean, secure, and automated pipeline for your ASP.NET Core project.&lt;/p&gt;
&lt;/blockquote&gt;

</description>
      <category>csharp</category>
    </item>
  </channel>
</rss>
