As much as I love getting my hands dirty with the latest AI frameworks, I’m also a big believer in intentional design. Here’s the mindset I bring to the table beyond just the code.
We’ve all seen it. You type a prompt, the AI spits out 200 lines of code, and—magically—it runs. It feels like a superpower. This is "Vibe Coding." It’s fast, it’s intoxicating, and it’s a brilliant way to prototype an idea in a weekend.
But as the above image from social media illustrates, there is a massive difference between a structure that looks like a house and one that can actually weather a storm.
The Allure (and Danger) of the Vibe
In the left panel, we see the "AI Vibe" house. On the surface, it has a roof and walls. But look closer:
The Foundation: It’s sitting on a pile of loose rocks. In software, this is the lack of a scalable architecture or a proper database schema.
The Logic: There’s a toilet in the middle of the kitchen. This is what happens when AI generates features without understanding the user flow or business logic.
The Infrastructure: Plumbing is hanging out in the open, tangled and messy. This is your "spaghetti code"—untested, undocumented, and impossible to maintain.
Vibe coding is great for exploring, but it's dangerous for building. That's why Engineering matters in the age of AI!
The Engineer-Guided Evolution
The right panel shows the future of our industry: Engineer-Guided AI. Being an engineer in 2026 isn't about writing every semicolon; it’s about being the Architect of the Intelligence. When you guide the AI with an engineering mindset, you provide:
Structural Integrity: You define the patterns (MVC, Microservices, Clean Architecture) before the first line is generated.
Safety & Security: You don't just ask for a "login page"; you enforce OAuth standards, input validation, and encryption.
The Basement (Scalability): You ensure the foundation—the infrastructure and DevOps pipeline—is poured deep enough to support future growth.
The Bottom Line
AI is the most powerful power tool ever invented, but a power tool in the hands of someone without a blueprint just creates a faster mess.
Don't just code for the vibe. Build for the future. The world doesn't need more "houses" that collapse under pressure; it needs engineers who use AI to build cathedrals.
In AI world, follow your engineering passion to add business/human values
Well said Ganesan. Lot of people at the senior management level think that existing team member can improve productivity using AI in coding. But I have seen the mess created by them. Coding using AI needs good coding architecture knowledge.
ReplyDeleteRaj, AI can generate syntax, not the nuances of a scalable architecture. The 'mess' happens when we treat AI as a replacement for engineering judgment rather than a tool for it.
DeletePowerful AI tool suits programmers, not an engineer. Engineering still matters—now more than ever!
Professional agility is fueled by perpetual learning.
Nicely put.. I am a old timer and its 20 years since I quit the IT industry.. I have been reading bout AI for the past 5 - 6 months and read about vide coding etc. Having seen and designed large system mosly in FInancial services, I am yet to get a feel of whether a AI designed system would be well strctured/modular and would there be data model etc.. Yes, use the AI productivity aid like vide coding etc but make your own large system design and make it modular and use AI productivity tools and vibe coding etc to build code and restrict each module to less than 500 lines or a max 1000 and keep the control of architecture/design to yourself..
ReplyDeleteThank you for the feedback. It is inspiring to hear an industry leader emphasize foundational skills. Whether we are talking about Mainframes or AI, those core principles remain essential. A great parallel is the photography industry: while Kodak struggled with the digital shift, the fundamental skill of capturing a great image remained as vital as ever.
DeleteExcited/encouraged to get multiple challenges/questions answered by few side conversations. Thanks for refining AI thought process!
ReplyDelete