https://ai-blog.noorshomelab.dev/tags/operations/Recent content in Operations on AI VOIDHugoenMon, 02 Mar 2026 00:00:00 +0000https://ai-blog.noorshomelab.dev/tensorflow-guide/core-concepts-tensors-operations-graphs/Sun, 26 Oct 2025 00:00:00 +0000https://ai-blog.noorshomelab.dev/tensorflow-guide/core-concepts-tensors-operations-graphs/<h2 id="2-core-concepts-and-fundamentals">2. Core Concepts and Fundamentals</h2> <p>TensorFlow is built upon a few fundamental concepts that, once understood, unlock its full power. In this chapter, we&rsquo;ll break down the core building blocks: Tensors, Operations, and the underlying concept of Graphs (even in TensorFlow 2.x&rsquo;s eager execution model).</p> <h3 id="21-tensors-the-universal-data-structure">2.1 Tensors: The Universal Data Structure</h3> <p>In TensorFlow, all data—whether it&rsquo;s raw input, model weights, biases, or outputs—is represented as <strong>tensors</strong>. A tensor is a multi-dimensional array, similar to NumPy arrays, but with the added benefit of being able to run on GPUs (for accelerated computation) and being part of a computation graph.</p>https://ai-blog.noorshomelab.dev/stellar-gen-guide/chapter-22-monitoring-maintenance/Mon, 02 Mar 2026 00:00:00 +0000https://ai-blog.noorshomelab.dev/stellar-gen-guide/chapter-22-monitoring-maintenance/<h2 id="chapter-22-monitoring-maintenance-and-future-enhancements">Chapter 22: Monitoring, Maintenance, and Future Enhancements</h2> <h3 id="chapter-introduction">Chapter Introduction</h3> <p>Congratulations! You&rsquo;ve built a sophisticated, high-performance static site generator in Rust, from parsing Markdown and frontmatter to implementing component hydration and incremental builds. This journey has covered a vast landscape of modern web development principles and Rust best practices.</p> <p>In this final chapter, we shift our focus from building new features to ensuring the long-term health, stability, and future adaptability of our SSG. A production-ready application isn&rsquo;t just about functionality; it&rsquo;s also about its operational aspects. We&rsquo;ll explore strategies for monitoring the SSG&rsquo;s build process and the health of the deployed static sites, discuss essential maintenance routines, and outline a roadmap for future enhancements. This step is crucial for any project destined for production, guaranteeing reliability, performance, and a smooth developer experience.</p>