Vibe Coding: A Shift, Not a Shortcut

Vibe Coding: A Shift, Not a Shortcut

There’s a growing buzz in the tech world that “coding is dead.” That with AI tools like ChatGPT or GitHub Copilot, anyone — even non-technical folks — can build fully functional, complex software just by “vibing” their thoughts in English.

But let’s take a step back.

As a software engineer, I strongly believe this isn’t the end of programming — it’s just another evolutionary step in how we interact with machines. And while AI is a powerful tool, it’s not a replacement for actual software engineering skills.


🕰️ A Quick History: How Programming Has Evolved

To understand where we are, we must understand where we came from:

  • 1940s–50s: Machine Language Programmers worked directly with binary (0s and 1s). No abstraction.
  • 1950s–60s: Assembly Language Introduced mnemonics like MOV and ADD to make machine instructions human-readable.
  • 1970s–80s: High-Level Languages (e.g., C, Pascal) Abstracted away hardware details — gave birth to general-purpose programming.
  • 1990s–2000s: Object-Oriented Programming Focused on encapsulation, modularity, and maintainability. Frameworks like Java, .NET became standard.
  • 2010s: Low-Code / No-Code Enabled visual workflows and simplified automation for simple use cases.
  • 2020s: AI-Generated Code / Prompt Engineering We now describe functionality in English and get working code — but the underlying principles haven’t disappeared.

👉 Bottom Line: We’ve always moved towards abstraction — not elimination of programming.


🤖 AI is a Tool, Not a Brain

AI tools like ChatGPT and GitHub Copilot work by predicting what code might come next — based on millions of examples. But they do not understand:

  • Why your code works.
  • Whether it meets your business rules.
  • If it scales or handles edge cases properly.

They lack:

  • Domain understanding
  • Architectural decision-making
  • Real-world debugging ability

AI can write code — but it can’t think through a problem. That’s still your job as an engineer.

🧠 What Real Software Engineering Involves

Being a developer isn’t just about writing code. It’s about:

  • Decomposing problems logically.
  • Designing efficient systems.
  • Understanding how components interact.
  • Handling edge cases, concurrency, security, and scalability.
  • Writing tests, setting up CI/CD pipelines, and managing production.

These skills are non-negotiable. No AI can replace them — yet.


🚫 Debunking the Vibe Coding Myth

AI may let non-technical people prototype basic ideas, but:

  • They can’t debug runtime errors.
  • They don’t understand authentication flows.
  • They can’t ensure database integrity or secure data.
  • They can’t handle deployment issues or rollback strategies.

"Saying AI lets anyone build complex systems is like saying reading a cookbook makes you a chef."

It’s great for demos — but not for production-ready, scalable systems.


✅ What Vibe Coding Is Actually Good For

Let’s give credit where it's due. AI coding assistants are amazing at:

  • Generating boilerplate code (e.g., CRUD operations).
  • Writing unit tests quickly.
  • Translating between languages.
  • Refactoring legacy code.
  • Assisting experienced developers with productivity.

But it’s an enhancement, not a replacement.


🎯 Final Thoughts

Coding is changing, yes. The syntax might fade into the background. But the mindset of a software engineer — problem-solving, debugging, system design — is more important than ever.

Don’t just vibe. Learn the craft.

📚 References & Suggested Reading

  • The Mythical Man-Month – Fred Brooks Tools may improve, but complexity doesn’t disappear.
  • Andrej Karpathy – Software 2.0 Talk AI will help build software, but it still requires smart humans.
  • GitHub Copilot Documentation Copilot boosts productivity for experienced developers.
  • Stack Overflow Developer Survey 2023 Devs use AI as a productivity tool, not a replacement.
  • OpenAI’s Official Blog & Docs Disclaimers are clear: human oversight is critical.


#SoftwareEngineering #AICoding #VibeCoding #PromptEngineering #TechTalk #AIinSoftware #DeveloperTools #GitHubCopilot #ProgrammingMindset #SoftwareDevelopment #DebuggingSkills #TechEvolution #FutureOfCoding


Nabeeg Ahmad

Computer Scientist | Persuading Software Engineer @Cso ambassador| UCP'28

4mo

Fully agree 👏 today everyone depends on AI but this reveal reality of AI

Rohail Iqbal

Data Engineer | Cloud Solutions and Data Platforms| Building Intelligent, Scalable Systems

4mo

💡 Great insight

Kashif Sohail

Data Leader | Senior AI & Data Engineer | LLMs, Data Platforms, and Cloud Solutions | Building Intelligent, Scalable Systems

4mo

Helpful insight, Rao Agreed. The leaders of the AI claim the same. Fundamentals can't be skipped

Muhammad Mustafa Khan

Automation Engineer | No-Code/Low-Code Expert (n8n, Make, Zapier) | AI & API Integration | @ FlowVeo | Software Engineer

4mo

Helpful insight, Rao

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