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      <title>Architecting Observable &amp; Resilient Cloud Infrastructure with GitOps</title>
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      <pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A practical deep-dive into establishing declarative Kubernetes clusters with ArgoCD, Terraform IaC, and zero-drift GitOps pipelines.]]></description>
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      <title>Local LLM Setup Baits: Common Pitfalls, Fake Benchmark Claims, and Reality Checks</title>
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      <pubDate>Thu, 25 Jun 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Exposing clickbait local LLM claims: Why extreme 2-bit quantization degrades coherence, context window VRAM spikes, and real hardware guidelines.]]></description>
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      <title>Agentic Monitoring in Production: Replacing Static Dashboards with Autonomous Diagnostic Agents</title>
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      <pubDate>Thu, 04 Jun 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Moving beyond static Grafana dashboards: How autonomous LLM agents tail logs, analyze stack traces, and remediate production outages.]]></description>
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      <title>Terraform in Production: A No-Nonsense Guide to GitOps, Remote State, and CI/CD</title>
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      <pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A production-aware guide on managing Terraform at scale: locking remote state, building secure OIDC pipelines with GitHub Actions, and enforcing strict GitOps.]]></description>
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      <title>The Rise of AMD AI Halo Chips: APUs, ROCm, and Unified Memory Workloads</title>
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      <pubDate>Tue, 12 May 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Exploring AMD Strix Halo APUs, high-bandwidth unified memory architecture, and local 70B LLM inference using ROCm.]]></description>
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      <title>Cloud GPU Infrastructure: Navigating AWS H100s, RunPod, and Serverless GPUs</title>
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      <pubDate>Wed, 22 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[An practical cost and performance comparison of AWS EC2, RunPod, and Modal serverless GPUs for AI training and inference workloads.]]></description>
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      <title>Running Open-Weights LLMs on Budget GPUs: Benchmarking RX 6500 XT, GTX 1660, Arc A750, and RX 6600</title>
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      <pubDate>Sun, 05 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A practical comparative benchmark of budget consumer GPUs (RX 6500 XT, GTX 1660 Super, Arc A750, RTX 3050, RX 6600) running quantised LLMs (Llama-3, Qwen-2.5).]]></description>
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      <title>MLOps in Production: Building Automated Pipeline Infrastructure with Kubeflow &amp; MLflow</title>
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      <pubDate>Wed, 18 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Architecting end-to-end MLOps automation with Kubeflow pipelines, MLflow experiment tracking, and automated drift detection.]]></description>
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      <title>Optimizing LLM Inference: Quantization, Speculative Decoding, and vLLM</title>
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      <pubDate>Sat, 28 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A practical handbook for optimizing open-source LLM inference using PagedAttention, FP8 quantization, and speculative decoding.]]></description>
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      <title>Building Production-Grade RAG Systems: From Vector Indexing to Hybrid Search</title>
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      <pubDate>Sat, 14 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A practical guide to building reliable RAG architectures using hybrid dense-sparse search, metadata filtering, and cross-encoder reranking.]]></description>
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      <title>What the heck is Ansible anyways?</title>
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      <pubDate>Mon, 19 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A beginner-friendly introduction to Ansible automation.]]></description>
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      <title>Welcome to YahyaOnCloud</title>
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      <pubDate>Mon, 19 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[The official launch post for YahyaOnCloud blog platform.]]></description>
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      <title>Starting with Go Programming</title>
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      <pubDate>Thu, 11 Apr 2024 00:00:00 GMT</pubDate>
      <description><![CDATA[Deep dive into Golang basics and why it is the language of the cloud.]]></description>
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