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    <link>https://suhasramanand.github.io/blog</link>
    <description>Thoughts, insights, and technical deep-dives on software engineering, cloud, and DevOps.</description>
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    <lastBuildDate>Tue, 21 Apr 2026 00:00:00 GMT</lastBuildDate>
    
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      <title>Compressing the KV Cache: What I Built, What Broke, and What Held Up</title>
      <link>https://suhasramanand.github.io/blog/compressing-the-kv-cache-what-i-built-what-broke-and-what-held-up</link>
      <description>A pluggable past_key_values harness on TinyLlama: eviction policies compared on perplexity, memory, and per-step eviction time, plus where the field moved by April 2026.</description>
      <pubDate>Tue, 21 Apr 2026 00:00:00 GMT</pubDate>
      <category>Research</category>
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      <title>The AI Wave and Measured Business Impact as of March 2026</title>
      <link>https://suhasramanand.github.io/blog/the-ai-wave-and-measured-business-impact-as-of-march-2026</link>
      <description>A data-backed look at enterprise AI adoption, agentic systems, and why most companies still don't see "AI value at scale"—and what it takes to get there.</description>
      <pubDate>Mon, 16 Mar 2026 00:00:00 GMT</pubDate>
      <category>AI</category>
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      <title>Building Scalable Cloud Infrastructure with Terraform and Kubernetes</title>
      <link>https://suhasramanand.github.io/blog/building-scalable-cloud-infrastructure-with-terraform-and-kubernetes</link>
      <description>A comprehensive guide to designing and deploying production-ready cloud infrastructure using Infrastructure as Code principles and container orchestration.</description>
      <pubDate>Mon, 20 Jan 2025 00:00:00 GMT</pubDate>
      <category>Cloud</category>
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      <title>Site Reliability Engineering: From Theory to Practice</title>
      <link>https://suhasramanand.github.io/blog/site-reliability-engineering-from-theory-to-practice</link>
      <description>Understanding SRE principles, error budgets, and how to implement reliability practices that balance innovation with operational stability.</description>
      <pubDate>Wed, 15 Jan 2025 00:00:00 GMT</pubDate>
      <category>SRE</category>
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      <title>Optimizing CI/CD Pipelines: Reducing Build Times by 70%</title>
      <link>https://suhasramanand.github.io/blog/optimizing-ci-cd-pipelines-reducing-build-times-by-70</link>
      <description>Practical strategies for accelerating your CI/CD pipelines through parallelization, caching, and intelligent dependency management.</description>
      <pubDate>Fri, 10 Jan 2025 00:00:00 GMT</pubDate>
      <category>DevOps</category>
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      <title>Kubernetes Monitoring and Observability: A Complete Guide</title>
      <link>https://suhasramanand.github.io/blog/kubernetes-monitoring-and-observability-a-complete-guide</link>
      <description>Implementing comprehensive monitoring, logging, and tracing for Kubernetes clusters to ensure visibility and quick incident response.</description>
      <pubDate>Sun, 05 Jan 2025 00:00:00 GMT</pubDate>
      <category>Kubernetes</category>
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      <title>AWS EKS vs GKE vs AKS: Choosing the Right Managed Kubernetes Service</title>
      <link>https://suhasramanand.github.io/blog/aws-eks-vs-gke-vs-aks-choosing-the-right-managed-kubernetes-service</link>
      <description>A detailed comparison of managed Kubernetes offerings from major cloud providers, including cost, features, and use case recommendations.</description>
      <pubDate>Sat, 28 Dec 2024 00:00:00 GMT</pubDate>
      <category>Cloud</category>
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      <title>Infrastructure as Code: Terraform Modules and Best Practices</title>
      <link>https://suhasramanand.github.io/blog/infrastructure-as-code-terraform-modules-and-best-practices</link>
      <description>Building reusable, maintainable Terraform modules and establishing patterns for managing complex infrastructure across multiple environments.</description>
      <pubDate>Fri, 20 Dec 2024 00:00:00 GMT</pubDate>
      <category>DevOps</category>
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