https://kd05.com/tags/gsd/ Recent content in GSD on Kd05 Hugo -- gohugo.io en Mon, 06 Apr 2026 11:00:00 +0800 https://kd05.com/p/gsd-context-rot-solution/ Mon, 06 Apr 2026 11:00:00 +0800 https://kd05.com/p/gsd-context-rot-solution/ <img src="https://kd05.com/p/gsd-context-rot-solution/gsd.jpg" alt="Featured image of post My First Experience with GSD: Solving the Context Rot Problem in AI Coding" /><h2 id="introduction-the-context-rot-dilemma">Introduction: The Context Rot Dilemma </h2><p>Recently, while exploring AI-assisted coding tools, I discovered <strong>GSD (get-shit-done)</strong>, a specification-driven development system. The name itself is refreshingly direct—no pretense, just getting things done. But what really caught my attention was its approach to tackling <strong>context rot</strong>.</p> <p>If you&rsquo;ve been using AI coding assistants for a while, you&rsquo;ve probably noticed this phenomenon: conversations start off great—the AI&rsquo;s responses are precise and helpful. But as the session progresses and context accumulates, quality starts degrading noticeably. This isn&rsquo;t a model limitation; it&rsquo;s what researchers call &ldquo;context rot.&rdquo;</p>