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    <title>DEV Community: Divyansh Singh</title>
    <description>The latest articles on DEV Community by Divyansh Singh (@divyansh_singh_9d308cd60f).</description>
    <link>https://dev.to/divyansh_singh_9d308cd60f</link>
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      <title>DEV Community: Divyansh Singh</title>
      <link>https://dev.to/divyansh_singh_9d308cd60f</link>
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    <item>
      <title>We Restored the Docker Cache. The Build Still Started From Scratch.</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Mon, 24 Aug 2026 14:00:55 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/we-restored-the-docker-cache-the-build-still-started-from-scratch-2b2</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/we-restored-the-docker-cache-the-build-still-started-from-scratch-2b2</guid>
      <description>&lt;p&gt;** We Restored the Docker Cache. The Build Still Started From Scratch. **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/we-restored-the-docker-cache-the-build-still-started-from-scratch/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>Graphify Claims 71.5 Fewer Tokens. We Tested It on Real Production Work.</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Tue, 18 Aug 2026 14:00:55 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/graphify-claims-715x-fewer-tokens-we-tested-it-on-real-production-work-icn</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/graphify-claims-715x-fewer-tokens-we-tested-it-on-real-production-work-icn</guid>
      <description>&lt;p&gt;** Graphify Claims 71.5× Fewer Tokens. We Tested It on Real Production Work. **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/graphify-claims-71-5x-fewer-tokens-we-tested-it-on-real-production-work/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>We Built an AI Agent for DevOps. Here&amp;#x27;s What Actually Worked</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Fri, 14 Aug 2026 14:00:55 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/we-built-an-ai-agent-for-devops-herex27s-what-actually-worked-2bl0</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/we-built-an-ai-agent-for-devops-herex27s-what-actually-worked-2bl0</guid>
      <description>&lt;p&gt;** We Built an AI Agent for DevOps. Here's What Actually Worked **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/ai-agent-for-devops-what-actually-worked/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>This One YAML Key Makes GitHub Actions Workflow Runs Easy to Identify</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Mon, 10 Aug 2026 14:00:17 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/this-one-yaml-key-makes-github-actions-workflow-runs-easy-to-identify-53ge</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/this-one-yaml-key-makes-github-actions-workflow-runs-easy-to-identify-53ge</guid>
      <description>&lt;p&gt;** This One YAML Key Makes GitHub Actions Workflow Runs Easy to Identify **&lt;/p&gt;

&lt;p&gt;I've been using github actions for years now and recently discovered this hack. It's so easy that I hated myself for not knowing it.Manual deployments through workflow_dispatch are common. They also create a visibility problem that most teams only notice when something breaks. When every run is labelled Deploy, the Actions list stops being an operations surface and becomes a set of identical rows. The version, the environment, and the person who triggered the change sit inside the run — not on it.During an incident, that list is where engineers go first. If you cannot tell which row reached production, you spend the opening minutes of the response answering the wrong questions: who changed what, and where.&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/this-one-yaml-key-makes-github-actions-workflow-runs-easy-to-identify/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>MongoDB on Kubernetes: An Engineering Decision Guide to Backup, PITR, and the Percona Operator</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Fri, 31 Jul 2026 14:00:35 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/mongodb-on-kubernetes-an-engineering-decision-guide-to-backup-pitr-and-the-percona-operator-4lhf</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/mongodb-on-kubernetes-an-engineering-decision-guide-to-backup-pitr-and-the-percona-operator-4lhf</guid>
      <description>&lt;p&gt;** MongoDB on Kubernetes: An Engineering Decision Guide to Backup, PITR, and the Percona Operator **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/mongodb-on-kubernetes-engineering-decision-guide/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>VPC Endpoint vs NAT Gateway: Which AWS Networking Choice Reduces Kubernetes Costs in 2026?</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Thu, 11 Jun 2026 14:00:34 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/vpc-endpoint-vs-nat-gateway-which-aws-networking-choice-reduces-kubernetes-costs-in-2026-2hkk</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/vpc-endpoint-vs-nat-gateway-which-aws-networking-choice-reduces-kubernetes-costs-in-2026-2hkk</guid>
      <description>&lt;p&gt;** VPC Endpoint vs NAT Gateway: Which AWS Networking Choice Reduces Kubernetes Costs in 2026? **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/vpc-endpoint-vs-nat-gateway-which-aws-networking-choice-reduces-kubernetes-costs-in-2026/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>AWS RDS vs Civo Postgres: Performance, Latency, and Cost Compared</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Thu, 28 May 2026 14:00:08 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/aws-rds-vs-civo-postgres-performance-latency-and-cost-compared-2ido</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/aws-rds-vs-civo-postgres-performance-latency-and-cost-compared-2ido</guid>
      <description>&lt;p&gt;** AWS RDS vs Civo Postgres: Performance, Latency, and Cost Compared **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/aws-rds-vs-civo-postgres-benchmark/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>Civo Kubernetes: Where Does Your Pod&amp;#x27;s Traffic Actually Go?</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Tue, 26 May 2026 14:00:21 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/civo-kubernetes-where-does-your-podx27s-traffic-actually-go-2l80</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/civo-kubernetes-where-does-your-podx27s-traffic-actually-go-2l80</guid>
      <description>&lt;p&gt;** Civo Kubernetes: Where Does Your Pod's Traffic Actually Go? **&lt;/p&gt;

&lt;p&gt;On Civo’s managed Kubernetes (built on K3s), worker nodes never get a public IP at all — only the control plane does. So no matter which node your pod lands on, its outbound traffic has to travel through that one public-facing gateway. It’s a deliberate architectural choice, and once you understand&amp;nbsp;why&amp;nbsp;Civo does this and&amp;nbsp;how&amp;nbsp;the routing actually works under the hood, a lot of things click into place.In this post we’ll cover:How Civo uses one IP for all pod egressWhat to whitelist when third parties require itEdge cases to avoid&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/civo-kubernetes-where-does-your-pods-traffic-actually-go/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>Your Kubernetes API Is Public — Here’s How to Make It Private</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Tue, 12 May 2026 14:00:20 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/your-kubernetes-api-is-public-heres-how-to-make-it-private-4hk2</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/your-kubernetes-api-is-public-heres-how-to-make-it-private-4hk2</guid>
      <description>&lt;p&gt;** Your Kubernetes API Is Public — Here’s How to Make It Private **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/private-kubernetes-api-cloudflare-zero-trust-warp/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>The Simplest AWS Security Hack I&amp;#x27;ve Shipped in a Decade</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Sat, 02 May 2026 14:00:20 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/the-simplest-aws-security-hack-ix27ve-shipped-in-a-decade-5ej9</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/the-simplest-aws-security-hack-ix27ve-shipped-in-a-decade-5ej9</guid>
      <description>&lt;p&gt;** The Simplest AWS Security Hack I've Shipped in a Decade **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/route-53-dns-firewall-aws-egress-security/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>AWS Charges Extra for Storage Performance That Civo Ships by Default</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Tue, 28 Apr 2026 14:00:20 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/aws-charges-extra-for-storage-performance-that-civo-ships-by-default-mh1</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/aws-charges-extra-for-storage-performance-that-civo-ships-by-default-mh1</guid>
      <description>&lt;p&gt;** AWS Charges Extra for Storage Performance That Civo Ships by Default **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/aws-charges-extra-for-storage-performance-that-civo-ships-by-default/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
    </item>
    <item>
      <title>Automating Jira and Confluence Search from Slack using n8n</title>
      <dc:creator>Divyansh Singh</dc:creator>
      <pubDate>Sat, 16 Aug 2025 14:00:22 +0000</pubDate>
      <link>https://dev.to/divyansh_singh_9d308cd60f/automating-jira-and-confluence-search-from-slack-using-n8n-4be3</link>
      <guid>https://dev.to/divyansh_singh_9d308cd60f/automating-jira-and-confluence-search-from-slack-using-n8n-4be3</guid>
      <description>&lt;p&gt;** Automating Jira and Confluence Search from Slack using n8n **&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.kubeblogs.com/automating-jira-and-confluence-search-from-slack-using-n8n/" rel="noopener noreferrer"&gt;Read the full blog here&lt;/a&gt;&lt;/p&gt;

</description>
      <category>devops</category>
      <category>kubernetes</category>
      <category>cloud</category>
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