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    <title>DEV Community: Nikita Blud</title>
    <description>The latest articles on DEV Community by Nikita Blud (@wouns5).</description>
    <link>https://dev.to/wouns5</link>
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    <item>
      <title>Explaining Basics API Security Enchancements in Spring Boot Applications</title>
      <dc:creator>Nikita Blud</dc:creator>
      <pubDate>Tue, 17 Mar 2026 16:39:16 +0000</pubDate>
      <link>https://dev.to/wouns5/explaining-basics-api-security-enchancements-in-spring-boot-applications-5dcb</link>
      <guid>https://dev.to/wouns5/explaining-basics-api-security-enchancements-in-spring-boot-applications-5dcb</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9s6frbp9r0smzvzerjz9.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9s6frbp9r0smzvzerjz9.jpg" alt="Explaining Basics API Security Enchancements in Spring Boot Applications" width="800" height="457"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Introduction:
&lt;/h2&gt;

&lt;p&gt;Welcome to this article. You will learn how to enhance API security in Spring Boot applications. We will focus on preventing common vulnerabilities.&lt;/p&gt;

&lt;h2&gt;
  
  
  Requirements:
&lt;/h2&gt;

&lt;p&gt;Before starting, ensure you have:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Basic knowledge of Java and Spring Boot&lt;/li&gt;
&lt;li&gt;A Spring Boot application for testing&lt;/li&gt;
&lt;li&gt;An Integrated Development Environment (IDE) like IntelliJ IDEA or Eclipse&lt;/li&gt;
&lt;li&gt;Postman or similar tool for API testing&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  1. Securing API Endpoints
&lt;/h2&gt;

&lt;p&gt;Spring Security is a powerful framework. It helps to secure our Spring Boot applications. We will use it to secure our API endpoints.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@Configuration&lt;/span&gt;
&lt;span class="nd"&gt;@EnableWebSecurity&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;SecurityConfig&lt;/span&gt; &lt;span class="kd"&gt;extends&lt;/span&gt; &lt;span class="nc"&gt;WebSecurityConfigurerAdapter&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
    &lt;span class="nd"&gt;@Override&lt;/span&gt;
    &lt;span class="kd"&gt;protected&lt;/span&gt; &lt;span class="kt"&gt;void&lt;/span&gt; &lt;span class="nf"&gt;configure&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="nc"&gt;HttpSecurity&lt;/span&gt; &lt;span class="n"&gt;http&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt; &lt;span class="kd"&gt;throws&lt;/span&gt; &lt;span class="nc"&gt;Exception&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
        &lt;span class="n"&gt;http&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;authorizeRequests&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;antMatchers&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"/api/**"&lt;/span&gt;&lt;span class="o"&gt;).&lt;/span&gt;&lt;span class="na"&gt;authenticated&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;and&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;httpBasic&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;p&gt;&lt;strong&gt;Usage:&lt;/strong&gt;&lt;br&gt;
This code secures all API endpoints under "/api". Only authenticated users can access them. To test, try accessing an API endpoint without authentication. You should receive a 401 Unauthorized response.&lt;/p&gt;
&lt;h2&gt;
  
  
  2. Preventing Cross-Site Request Forgery (CSRF)
&lt;/h2&gt;

&lt;p&gt;CSRF is a common vulnerability. We can prevent it using Spring Security's built-in CSRF protection.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@Configuration&lt;/span&gt;
&lt;span class="nd"&gt;@EnableWebSecurity&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;SecurityConfig&lt;/span&gt; &lt;span class="kd"&gt;extends&lt;/span&gt; &lt;span class="nc"&gt;WebSecurityConfigurerAdapter&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
    &lt;span class="nd"&gt;@Override&lt;/span&gt;
    &lt;span class="kd"&gt;protected&lt;/span&gt; &lt;span class="kt"&gt;void&lt;/span&gt; &lt;span class="nf"&gt;configure&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="nc"&gt;HttpSecurity&lt;/span&gt; &lt;span class="n"&gt;http&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt; &lt;span class="kd"&gt;throws&lt;/span&gt; &lt;span class="nc"&gt;Exception&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
        &lt;span class="n"&gt;http&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;csrf&lt;/span&gt;&lt;span class="o"&gt;().&lt;/span&gt;&lt;span class="na"&gt;disable&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;authorizeRequests&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;antMatchers&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"/api/**"&lt;/span&gt;&lt;span class="o"&gt;).&lt;/span&gt;&lt;span class="na"&gt;authenticated&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;and&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;httpBasic&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;p&gt;&lt;strong&gt;Usage:&lt;/strong&gt;&lt;br&gt;
This code disables CSRF protection. It is useful when our API is stateless. Stateless APIs are not vulnerable to CSRF attacks.&lt;/p&gt;
&lt;h2&gt;
  
  
  3. Enabling CORS for Specific Domains
&lt;/h2&gt;

&lt;p&gt;CORS is a security feature. It prevents requests from unknown domains. We can allow specific domains using Spring's CORS configuration.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@Configuration&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;WebConfig&lt;/span&gt; &lt;span class="kd"&gt;implements&lt;/span&gt; &lt;span class="nc"&gt;WebMvcConfigurer&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
    &lt;span class="nd"&gt;@Override&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;addCorsMappings&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="nc"&gt;CorsRegistry&lt;/span&gt; &lt;span class="n"&gt;registry&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
        &lt;span class="n"&gt;registry&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;addMapping&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"/api/**"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
            &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;allowedOrigins&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"http://trusted-domain.com"&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;p&gt;&lt;strong&gt;Usage:&lt;/strong&gt;&lt;br&gt;
This code allows CORS requests from "trusted-domain com". Other domains will receive a CORS error. Test this by making a request from a different domain.&lt;/p&gt;

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

&lt;p&gt;You have learned to improve API security in Spring Boot. We covered securing endpoints, preventing CSRF, and enabling CORS. Next, try applying these techniques to your own Spring Boot application.&lt;/p&gt;

</description>
      <category>api</category>
      <category>java</category>
      <category>security</category>
      <category>springboot</category>
    </item>
    <item>
      <title>Stop Writing Micrometer Boilerplate in Spring Boot</title>
      <dc:creator>Nikita Blud</dc:creator>
      <pubDate>Mon, 16 Mar 2026 19:04:54 +0000</pubDate>
      <link>https://dev.to/wouns5/stop-writing-micrometer-boilerplate-in-spring-boot-610</link>
      <guid>https://dev.to/wouns5/stop-writing-micrometer-boilerplate-in-spring-boot-610</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Faaix8s9dmvjulkuraygx.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Faaix8s9dmvjulkuraygx.png" alt="Annotation-driven Micrometer metrics for Spring Boot. Add @MetricGauge, @MetricCounter and dynamic SpEL tags with zero boilerplate. Open source Spring Boot starter" width="800" height="400"&gt;&lt;/a&gt;&lt;br&gt;
If you use Micrometer in Spring Boot you know this problem.&lt;/p&gt;

&lt;p&gt;&lt;code&gt;@Timed&lt;/code&gt; works great. But the moment you need a gauge you have to write this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="kd"&gt;public&lt;/span&gt; &lt;span class="nf"&gt;OrderService&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="nc"&gt;MeterRegistry&lt;/span&gt; &lt;span class="n"&gt;registry&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
    &lt;span class="nc"&gt;Gauge&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;builder&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s"&gt;"orders.active"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;activeOrders&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="nl"&gt;AtomicInteger:&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
         &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;register&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="n"&gt;registry&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;p&gt;Inject &lt;code&gt;MeterRegistry&lt;/code&gt;. Create a field. Write a builder. Repeat for every metric.&lt;/p&gt;

&lt;p&gt;So I built Metrify. Let me know what do you think&lt;/p&gt;




&lt;h2&gt;
  
  
  What it does
&lt;/h2&gt;

&lt;p&gt;Metrify is a Spring Boot starter that adds the annotations Micrometer is missing.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight xml"&gt;&lt;code&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.github.wtk-ns&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;metrify-spring-boot-starter&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;0.1.0&lt;span class="nt"&gt;&amp;lt;/version&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;p&gt;You don't need extra configuration of additional &lt;code&gt;@Enable&lt;/code&gt; annotaion&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@MetricGauge&lt;/span&gt;
&lt;span class="n"&gt;java&lt;/span&gt;&lt;span class="nd"&gt;@MetricGauge&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"orders.active"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
&lt;span class="kd"&gt;public&lt;/span&gt; &lt;span class="kt"&gt;int&lt;/span&gt; &lt;span class="nf"&gt;getActiveOrderCount&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;orders&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;size&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;p&gt;Works on fields too:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@MetricGauge&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"connections.active"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
&lt;span class="kd"&gt;private&lt;/span&gt; &lt;span class="kd"&gt;final&lt;/span&gt; &lt;span class="nc"&gt;AtomicInteger&lt;/span&gt; &lt;span class="n"&gt;connections&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;AtomicInteger&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="o"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;p&gt;&lt;strong&gt;@MetricCounter&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@MetricCounter&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"orders.created"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
&lt;span class="kd"&gt;public&lt;/span&gt; &lt;span class="nc"&gt;Order&lt;/span&gt; &lt;span class="nf"&gt;createOrder&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="nc"&gt;OrderRequest&lt;/span&gt; &lt;span class="n"&gt;request&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;span class="o"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;Dynamic tags via SpEL&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@MetricCounter&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;
    &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"orders.processed"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt;
    &lt;span class="n"&gt;dynamicTags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
        &lt;span class="nd"&gt;@MetricTag&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="n"&gt;key&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"region"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;expression&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"#order.region"&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;span class="kd"&gt;public&lt;/span&gt; &lt;span class="kt"&gt;void&lt;/span&gt; &lt;span class="nf"&gt;processOrder&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="nc"&gt;Order&lt;/span&gt; &lt;span class="n"&gt;order&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;span class="o"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;@CachedGauge&lt;/strong&gt;&lt;br&gt;
For calls you do not want running on every Prometheus scrape:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight java"&gt;&lt;code&gt;&lt;span class="nd"&gt;@CachedGauge&lt;/span&gt;&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"db.connections"&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ttl&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;30&lt;/span&gt;&lt;span class="o"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ttlUnit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nc"&gt;TimeUnit&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;SECONDS&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
&lt;span class="kd"&gt;public&lt;/span&gt; &lt;span class="kt"&gt;int&lt;/span&gt; &lt;span class="nf"&gt;getConnectionCount&lt;/span&gt;&lt;span class="o"&gt;()&lt;/span&gt; &lt;span class="o"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;dataSource&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="na"&gt;getActiveConnections&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;p&gt;&lt;strong&gt;Startup tag validation&lt;/strong&gt;&lt;br&gt;
If you register the same metric name with different tag keys in two places. Micrometer silently fails. Metrify tells you at startup:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;ERROR: Metric 'orders.processed' has inconsistent tag keys.
  OrderService   -&amp;gt; [region, tier]
  LegacyService  -&amp;gt; [region]
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;One thing to know about @MetricGauge on methods&lt;/strong&gt;&lt;br&gt;
It caches the last returned value. Prometheus gets that cached value at scrape time.&lt;/p&gt;

&lt;p&gt;If you need a true real time gauge. Use field annotation with AtomicInteger or AtomicLong instead. That is a live reference and always reflects the current value.&lt;/p&gt;




&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwkwfcd0a9u2dyylkyv53.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwkwfcd0a9u2dyylkyv53.png" alt="Metrify – annotation-driven Micrometer metrics for Spring Boot (@MetricGauge, @CachedGauge, dynamic tags)" width="800" height="400"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Why Micrometer does not have this
&lt;/h2&gt;

&lt;p&gt;The Micrometer team decided it should stay a low level facade. Not an annotation framework. That is a fair call. But it left a gap.&lt;br&gt;
The old metrics-spring library had &lt;code&gt;@Gauge&lt;/code&gt; and more. It has not been updated since 2016 and does not work with Spring Boot 3.&lt;br&gt;
Metrify fills that gap for modern Spring Boot.&lt;/p&gt;

&lt;p&gt;GitHub: &lt;a href="https://github.com/wtk-ns/metrify-spring-boot-starter" rel="noopener noreferrer"&gt;https://github.com/wtk-ns/metrify-spring-boot-starter&lt;/a&gt;&lt;br&gt;
Feedback and PRs are welcome.&lt;/p&gt;

</description>
      <category>micrometer</category>
      <category>spring</category>
      <category>java</category>
      <category>opensource</category>
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