Como usar IA sem destruir a arquitetura do seu sistema

How to use AI without messing up the system architecture? AI accelerates implementation — but it can also disrupt the software structure at an impressive speed. And the worst part: architecture almost never breaks all at once. It gradually loses shape, until the system continues to function but is no longer clear. In this video, I show why AI rarely messes up the architecture with a glaring error — it messes it up with solutions that seem good enough and pass the PR without making a sound. What I cover: • Where the real architectural problem lies in the use of AI • The decisions that AI can suggest, but shouldn't assume • The 5 signs that your architecture is degrading • The 5 practices to protect the foundation when AI enters the flow Here it's LESS hype and MORE substance. ⏱️ CHAPTERS 00:00 AI speeds up code and disrupts architecture 01:23 Where is the real architectural problem? 04:18 Signal 1: Important rule leaking to the wrong place 04:46 Signal 2: Too much coupling for too little gain 05:13 Signal 3: Duplication disguised as productivity 05:39 Signal 4: Sophistication prematurely 06:04 Signal 5: Consistent in parts, inconsistent as a whole 06:25 How to protect: the 5 practices 06:29 Practice 1: Make explicit what AI doesn't decide 07:06 Practice 2: Architectural reading, not just of the section 07:40 Practice 3: Use AI when the path is already clear 08:08 Practice 4: Protect the points that radiate impact 08:26 Practice 5: Read signs of degradation early 09:02 Architecture is not outsourced: the Summary 09:48 Closing 👇 Tell me in the comments: what, for you, is the clearest sign that a system's architecture is starting to degrade with the use of AI? 🔔 Subscribe for more content on AI applied to software engineering, architecture, and technical leadership. 🎯 About the channel I'm Rener Menezes, CTO in the financial market, I've been programming for over 30 years and I research the use of artificial intelligence in the detection of financial fraud. In AI with Substance I talk about AI applied to software engineering, architecture, and technical leadership. Less hype, more substance. #ai #softwarearchitecture #techlead #cto #technicalleadership #softwareengineering #technicaldebt #substance