The latest articles on DEV Community by Juan (@juand01). https://dev.to/juand01 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3627401%2Fe80d337a-ce62-40a2-aae5-23e7b4c1d071.png https://dev.to/juand01 en Juan Sun, 30 Nov 2025 22:57:32 +0000 https://dev.to/juand01/how-i-built-an-ai-to-draw-my-architecture-diagrams-because-my-wiki-kept-dying-5dfl https://dev.to/juand01/how-i-built-an-ai-to-draw-my-architecture-diagrams-because-my-wiki-kept-dying-5dfl <p>The Paradox of Documentation Drift 🤖</p> <p>A few months ago, I hit a wall. Using LLMs, I was shipping code faster than ever. Features were flying out the door. But three weeks later, when I had to debug a module I wrote... I had the code, but I had lost the context.</p> <p>I realized I was suffering from the silent killer of velocity: Documentation Drift. The code evolves, but the map stays static.</p> <p>I tried the "good developer" rituals—comments, Confluence updates, and manually drawing diagrams in Miro. But the moment I merged a new PR, the diagrams were dead.</p> <p>The Validation (We Need Maps, Not Books) 🧠<br> Before writing a single line to solve this, I went to Reddit and asked the hivemind: "Why is keeping docs in sync so painfully hard?"</p> <p>The answers confirmed my thesis: The problem isn't laziness. It's architecture.</p> <p>"Separate docs get stale and are often worse than useless."</p> <p>The truth is: We need living maps, not static books.</p> <p>The Solution: Building MIVNA 🛠️<br> I decided documentation must be part of the CI/CD pipeline, not an afterthought. I built MIVNA to live where developers live: GitHub.</p> <p>The Result: Zero Drift, Zero Shadowing 📉<br> This is MIVNA. It kills manual documentation.</p> <p>Visual First: Automatically generates high-level architecture diagrams.</p> <p>Legacy Safe: Instantly map that scary legacy module without needing a Senior Dev to "shadow" you for 3 days.</p> <p>Always Sync: If the code changes, the diagram changes. Period.</p> <p>I Need Your Help (Private Beta) 🧪</p> <p>I’m opening the Private Beta for engineering teams who are tired of "Wiki Rot." I’m not looking for customers; I’m looking for builders to break it and tell me what sucks.</p> <p>Question: Does MIVNA fit your workflow? Do you prefer the diagrams in the PR or a centralized dashboard?</p> <p>🔗 Check it out here: <a href="https://mivna-diagrams.lovable.app/" rel="noopener noreferrer">https://mivna-diagrams.lovable.app/</a></p> <p>Let me know your thoughts in the comments!</p> ai programming productivity architecture