http://ghafoorsblog.com/categories/architecture/Recent content in Architecture on Ghafoor's Personal BlogHugoennoreply@example.com (AG Sayyed)noreply@example.com (AG Sayyed)Copyright © 2024-2026 AG Sayyed. All Rights Reserved.Sat, 16 May 2026 17:42:12 +0100http://ghafoorsblog.com/courses/google/it-automation-content/it-automation-python-pcert/04-troubleshooting-debugging/02-module/13-growing-complexity/Tue, 11 Nov 2025 22:51:39 +0000noreply@example.com (AG Sayyed)http://ghafoorsblog.com/courses/google/it-automation-content/it-automation-python-pcert/04-troubleshooting-debugging/02-module/13-growing-complexity/<p class="lead text-primary"> This document illustrates how technical solutions must evolve alongside system growth and complexity. Through a Secret Santa application example, it traces the progression from simple CSV file storage through SQLite databases, dedicated database servers, caching layers, distributed web services, and cloud infrastructure, demonstrating the principle of choosing appropriately scaled solutions for each stage of growth. </p> <hr> <h2 id="the-context-dependent-nature-of-solutions">The Context-Dependent Nature of Solutions</h2> <h3 id="solutions-are-not-universal">Solutions Are Not Universal</h3> <p>A solution that&rsquo;s good for one problem might not be well-suited for a different problem. And as a system becomes more complex and grows in usage, a solution that worked well before may no longer be appropriate.</p>