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      <title>DigitalOcean Launches Learning and Data Services to Enable Self-Improving AI Agents</title>
      <link>https://www.infoq.com/news/2026/10/digitalocean-self-improving-ai/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Observability-news</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/10/digitalocean-self-improving-ai/en/headerimage/digitalocean-managed-agents-1793035926117.jpeg"/&gt;&lt;p&gt;DigitalOcean has announced the public preview of Learning Services and Agent Data Services, enabling developers to build, evaluate, and continuously improve AI agents within a unified, AI-native, cloud platform.&lt;/p&gt; &lt;i&gt;By Sergio De Simone&lt;/i&gt;</description>
      <category>Large language models</category>
      <category>Agents</category>
      <category>Observability</category>
      <category>Continuous Improvement</category>
      <category>Digital Ocean</category>
      <category>AI, ML &amp; Data Engineering</category>
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      <pubDate>Mon, 26 Oct 2026 18:00:00 GMT</pubDate>
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      <dc:creator>Sergio De Simone</dc:creator>
      <dc:date>2026-10-26T18:00:00Z</dc:date>
      <dc:identifier>/news/2026/10/digitalocean-self-improving-ai/en</dc:identifier>
    </item>
    <item>
      <title>Readyon Builds Four Layer Tenant Isolation for Multi Tenant Amazon EKS</title>
      <link>https://www.infoq.com/news/2026/10/readyon-four-layer-isolation/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Observability-news</link>
      <description>&lt;img src="https://www.infoq.com/styles/static/images/logo/logo_bigger.jpg"/&gt;&lt;p&gt;ReadyOn has detailed a four-layer tenant isolation architecture for its Harmony platform on Amazon EKS. The design combines Kubernetes namespaces, dedicated Karpenter node pools, VPC security groups, and per-tenant Aurora databases, with controls evaluated against a 10-stage multi-tenant threat model focused on cross-tenant access and lateral movement.&lt;/p&gt; &lt;i&gt;By Leela Kumili&lt;/i&gt;</description>
      <category>policy</category>
      <category>Virtual PC</category>
      <category>Observability</category>
      <category>Cloud Security</category>
      <category>Network Security</category>
      <category>Multi-tenancy</category>
      <category>Kubernetes</category>
      <category>Security</category>
      <category>Amazon</category>
      <category>GitOps</category>
      <category>Isolates</category>
      <category>Argo CD</category>
      <category>Threat Modeling</category>
      <category>Multi-Tenant Data</category>
      <category>Architecture &amp; Design</category>
      <category>Development</category>
      <category>DevOps</category>
      <category>news</category>
      <pubDate>Mon, 26 Oct 2026 14:07:00 GMT</pubDate>
      <guid>https://www.infoq.com/news/2026/10/readyon-four-layer-isolation/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Observability-news</guid>
      <dc:creator>Leela Kumili</dc:creator>
      <dc:date>2026-10-26T14:07:00Z</dc:date>
      <dc:identifier>/news/2026/10/readyon-four-layer-isolation/en</dc:identifier>
    </item>
    <item>
      <title>Cloudflare Brings On-Demand CPU and Memory Profiling to Production Workers</title>
      <link>https://www.infoq.com/news/2026/10/cloudflare-cpu-memory-profiling/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Observability-news</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/10/cloudflare-cpu-memory-profiling/en/headerimage/generatedHeaderImage-1791971960113.jpg"/&gt;&lt;p&gt;Cloudflare has introduced on-demand CPU and memory profiling for Workers and Durable Objects, allowing developers to investigate performance bottlenecks in production using interactive flamegraphs.&lt;/p&gt; &lt;i&gt;By Craig Risi&lt;/i&gt;</description>
      <category>Cloud</category>
      <category>Cloudflare</category>
      <category>Observability</category>
      <category>Performance</category>
      <category>Memory</category>
      <category>DevOps</category>
      <category>news</category>
      <pubDate>Fri, 23 Oct 2026 12:00:00 GMT</pubDate>
      <guid>https://www.infoq.com/news/2026/10/cloudflare-cpu-memory-profiling/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Observability-news</guid>
      <dc:creator>Craig Risi</dc:creator>
      <dc:date>2026-10-23T12:00:00Z</dc:date>
      <dc:identifier>/news/2026/10/cloudflare-cpu-memory-profiling/en</dc:identifier>
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