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    <title>DEV Community: Hunter Shield</title>
    <description>The latest articles on DEV Community by Hunter Shield (@huntershield).</description>
    <link>https://dev.to/huntershield</link>
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      <title>DEV Community: Hunter Shield</title>
      <link>https://dev.to/huntershield</link>
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    <item>
      <title>The Problem</title>
      <dc:creator>Hunter Shield</dc:creator>
      <pubDate>Mon, 27 Apr 2026 10:00:00 +0000</pubDate>
      <link>https://dev.to/huntershield/the-problem-1efc</link>
      <guid>https://dev.to/huntershield/the-problem-1efc</guid>
      <description>&lt;p&gt;&lt;strong&gt;The Problem&lt;/strong&gt;&lt;br&gt;
Deploy happens at 3 PM.&lt;br&gt;
Breach discovered at 3:17 PM.&lt;br&gt;
Root cause: Vulnerability deployed 17 minutes ago.&lt;br&gt;
Traditional security: "We'll catch it in next month's pentest."&lt;/p&gt;
&lt;h2&gt;
  
  
  Too late.
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;The Solution: Security in CI/CD&lt;/strong&gt;&lt;br&gt;
Shift security left.&lt;br&gt;
Catch vulnerabilities before they reach production.&lt;/p&gt;
&lt;h2&gt;
  
  
  Here's how.
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Step 1: Pre-Commit Hook&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;#!/bin/bash&lt;/span&gt;
&lt;span class="c"&gt;# .git/hooks/pre-commit&lt;/span&gt;
&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"Running security scan..."&lt;/span&gt;
&lt;span class="c"&gt;# Run HuntShield quick scan&lt;/span&gt;
huntshield scan &lt;span class="nt"&gt;--staged&lt;/span&gt; &lt;span class="nt"&gt;--fail-on-critical&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="o"&gt;[&lt;/span&gt; &lt;span class="nv"&gt;$?&lt;/span&gt; &lt;span class="nt"&gt;-ne&lt;/span&gt; 0 &lt;span class="o"&gt;]&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="k"&gt;then
    &lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"❌ Security issues found. Commit blocked."&lt;/span&gt;
    &lt;span class="nb"&gt;exit &lt;/span&gt;1
&lt;span class="k"&gt;fi
&lt;/span&gt;&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"✅ Security check passed."&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;p&gt;&lt;strong&gt;Step 2: CI Pipeline&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# .github/workflows/security.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;Security Scan&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;pull_request&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;jobs&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;security&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;HuntShield Scan&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;npx huntshield scan \&lt;/span&gt;
            &lt;span class="s"&gt;--target ${{ env.DEPLOY_PREVIEW_URL }} \&lt;/span&gt;
            &lt;span class="s"&gt;--fail-on-high \&lt;/span&gt;
            &lt;span class="s"&gt;--report security-report.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;Upload Report&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/upload-artifact@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;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;security-report&lt;/span&gt;
          &lt;span class="na"&gt;path&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;security-report.json&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;p&gt;&lt;strong&gt;Step 3: Staging Deployment&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# Deploy to staging first&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;Deploy to Staging&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;./deploy.sh staging&lt;/span&gt;
&lt;span class="c1"&gt;# Run comprehensive scan&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;HuntShield Full Scan&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;huntshield scan \&lt;/span&gt;
      &lt;span class="s"&gt;--target ${{ env.STAGING_URL }} \&lt;/span&gt;
      &lt;span class="s"&gt;--comprehensive \&lt;/span&gt;
      &lt;span class="s"&gt;--wait&lt;/span&gt;
&lt;span class="c1"&gt;# Only deploy to production if clean&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;Deploy to Production&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;success()&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;./deploy.sh production&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;p&gt;&lt;strong&gt;Step 4: Production Monitoring&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# Continuous scanning in production&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;Schedule Production Scan&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;huntshield scan \&lt;/span&gt;
      &lt;span class="s"&gt;--target ${{ env.PRODUCTION_URL }} \&lt;/span&gt;
      &lt;span class="s"&gt;--continuous \&lt;/span&gt;
      &lt;span class="s"&gt;--alert-on-critical&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;p&gt;&lt;strong&gt;Results&lt;/strong&gt;&lt;br&gt;
&lt;strong&gt;Before:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Vulnerabilities found: Post-breach&lt;/li&gt;
&lt;li&gt;Time to discover: 207 days (average)&lt;/li&gt;
&lt;li&gt;Remediation: Emergency hotfixes&lt;/li&gt;
&lt;li&gt;Team: Stressed,&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>cybersecurity</category>
    </item>
    <item>
      <title>The End of Manual Pentesting in 2026</title>
      <dc:creator>Hunter Shield</dc:creator>
      <pubDate>Mon, 20 Apr 2026 10:00:06 +0000</pubDate>
      <link>https://dev.to/huntershield/the-end-of-manual-pentesting-in-2026-10i9</link>
      <guid>https://dev.to/huntershield/the-end-of-manual-pentesting-in-2026-10i9</guid>
      <description>&lt;h2&gt;
  
  
  The End of Manual Pentesting in 2026
&lt;/h2&gt;

&lt;p&gt;The cybersecurity landscape has fundamentally changed. Attackers no longer wait for your annual pentest report. They exploit vulnerabilities the moment a misconfiguration hits production.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The Problem&lt;/strong&gt;&lt;br&gt;
If you rely on manual pentesting, your security is a snapshot. A single point in time. Tomorrow's deployment could introduce a critical API flaw that won't be found until next year's audit.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The Solution: Autonomous Security&lt;/strong&gt;&lt;br&gt;
At HuntShield, we've replaced the manual pentester with continuous, agentic AI. &lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Real-time discovery&lt;/li&gt;
&lt;li&gt;Safe exploitation&lt;/li&gt;
&lt;li&gt;Immediate remediation&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Welcome to continuous security.&lt;/p&gt;

</description>
      <category>cybersecurity</category>
    </item>
    <item>
      <title>System Test Check - Ignore</title>
      <dc:creator>Hunter Shield</dc:creator>
      <pubDate>Tue, 14 Apr 2026 02:37:03 +0000</pubDate>
      <link>https://dev.to/huntershield/system-test-check-ignore-90f</link>
      <guid>https://dev.to/huntershield/system-test-check-ignore-90f</guid>
      <description>&lt;p&gt;[SYS_TEST] System heartbeat check. Placed in queue at 02:34:03 UTC for 02:37:03 UTC exact.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>CashClaw Pipeline Test - Dev.to Integration</title>
      <dc:creator>Hunter Shield</dc:creator>
      <pubDate>Mon, 13 Apr 2026 20:55:17 +0000</pubDate>
      <link>https://dev.to/huntershield/cashclaw-pipeline-test-devto-integration-6j0</link>
      <guid>https://dev.to/huntershield/cashclaw-pipeline-test-devto-integration-6j0</guid>
      <description>&lt;p&gt;This is a test post from the CashClaw automation pipeline. Testing the Dev.to integration with proper title field.&lt;/p&gt;




&lt;p&gt;If you see this, the integration works! 🎉&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Hunter Shield Defense Network - Test</title>
      <dc:creator>Hunter Shield</dc:creator>
      <pubDate>Sat, 11 Apr 2026 01:58:00 +0000</pubDate>
      <link>https://dev.to/huntershield/hunter-shield-defense-network-test-45il</link>
      <guid>https://dev.to/huntershield/hunter-shield-defense-network-test-45il</guid>
      <description>&lt;p&gt;🚀 &lt;strong&gt;Hunter Shield Security&lt;/strong&gt; - Agent CashClaw autonomous Dev.to posting test is successful.&lt;/p&gt;

&lt;p&gt;Stay secure.&lt;/p&gt;

&lt;h1&gt;
  
  
  Cybersecurity
&lt;/h1&gt;

</description>
    </item>
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