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Why There Might Be Something to Vibe Coding After All
AI / AI Engineering / Software Development

Why There Might Be Something to Vibe Coding After All

Prompting an AI agent will feel closer to jazz than engineering: You set the key, define the tempo, and riff until something clicks.
Dec 10th, 2025 6:00am by Alexander T. Williams
👁 Featued image for: Why There Might Be Something to Vibe Coding After All
Photo by Chris Bair on Unsplash.

Somewhere between disciplined software engineering and late-night code jazz lives a strange new philosophy: Vibe coding.

It’s the act of writing code intuitively, letting flow and instinct take over instead of obsessing over perfect architecture or linting errors. It’s been mocked as lazy, undisciplined, or even chaotic, as I described in my article in October.

But, beneath the memes and chaos lies something developers have always known but rarely said out loud: the best ideas happen when you stop trying to force them. Maybe vibe coding is just creativity disguised as bad form. Are we onto something?

The Myth of the Perfect Engineer

Developers have been conditioned to believe that great code is always clean, logical and reproducible. The industry worships principles like SOLID, design patterns, and meticulous documentation. Yet, look closely at some of the projects that changed the web — the first versions of React, Node.js, and even Linux — and you’ll find plenty of improvisation. These weren’t written by committee; they were written by curiosity and caffeine.

Vibe coding challenges the illusion of perfection.

Vibe coding challenges the illusion of perfection. It accepts that some of the most effective solutions emerge from experimentation, not spreadsheets. When you’re coding on feel, you’re navigating with instinct rather than overengineering. That can lead to messier repositories, sure, but also to breakthroughs you’d never reach through pure structure.

At its core, vibe coding doesn’t reject discipline — it reframes it. It’s about trusting that your accumulated experience and subconscious pattern recognition are sometimes better guides than a rigid process.

Flow States and the Science of Intuition

Every developer knows the high of entering flow state — the moment when hours dissolve, syntax becomes instinct, and logic feels like rhythm. This isn’t pseudoscience; it’s a neurological sweet spot and it’s a real thing.

Studies in cognitive psychology show that expertise frees up working memory, allowing intuitive decisions that feel effortless but are actually deeply informed. That same intuition often surfaces even in highly technical areas like API security, where seasoned developers can sense architectural pitfalls before they fully articulate them.

Once you know the scales, you can riff.

Vibe coding leans into this. Instead of pausing every few minutes to refactor or cross-check documentation, it lets you ride momentum. The conclusion, then, is: the mental friction of constant correction kills creativity. Coding from intuition doesn’t mean coding blind; it means trusting your mental model enough to improvise before refining.

Think of it as musical improvisation. A jazz musician doesn’t pause mid-solo to reanalyze chord theory — they rely on an internalized sense of structure built through years of practice. The same applies to coding: once you know the scales, you can riff.

How Unstructured Coding Can Lead to Clarity

Ironically, chaos can be an excellent debugging tool, especially with AI being able to find patterns where you can’t. Writing freely exposes what you truly understand; and what you don’t. When you vibe code, gaps in your reasoning surface quickly because you’re not hiding behind layers of abstraction or premature optimization.

The chaotic phase can actually accelerate clarity, even though you’ll eventually have to bring a little order to it. It’s faster to test raw logic in a scrappy environment than to build a pristine system that collapses under real-world constraints. Vibe coding encourages rapid iteration without the paralysis of perfectionism.

Many developers secretly vibe code already during prototypes or hackathons — they just clean it up later. The difference is in acknowledging that this process isn’t a weakness; it’s a stage of genuine discovery.

Vibe Coding as an Anti-Burnout Philosophy

The burnout epidemic in tech isn’t just about long hours — it’s also about creative exhaustion. Coding has become procedural to the point of sterility. Endless PR reviews, checklists and JIRA tickets suffocate the initial joy that drew people to software in the first place. Vibe coding reintroduces play.

There’s power in treating code as art again.

There’s power in treating code as art again. When you allow yourself to follow curiosity rather than a ticket’s acceptance criteria, you re-engage the parts of the brain that associate programming with wonder. That doesn’t mean ignoring structure or breaking production — it means making room for exploration.

Vibe coding, in this sense, is a form of resistance against burnout culture. It reminds developers that productivity doesn’t always look like perfect velocity graphs. Sometimes, progress is messy, spontaneous and emotional.

Integrating Intuitive Coding into a Viable Workflow

Of course, vibe coding can’t replace conventional discipline. A product built entirely on vibes would crumble under scaling, dependencies and QA. But used intentionally, it can spark innovation in ways methodical processes can’t. The trick lies in knowing when to switch modes — flow for ideation, structure for implementation.

Some teams have started institutionalizing this through “vibe sprints” — short creative coding windows with no rules except to experiment. Out of these sessions, surprising solutions often emerge: cleaner UI flows, novel automation scripts, unexpected performance tweaks. Once refined through standard review, those ideas often survive the transition to production.

Maybe vibe coding isn’t the enemy of rigor, but the muse that keeps rigor from turning robotic. The balance between the two could be what separates teams that merely deliver from those that invent.

Why Human Coders Have an Advantage Over AI

As AI coding assistants become ubiquitous, vibe coding may become the human advantage. LLMs excel at structured logic, consistency and syntax perfection. What they lack is the human intuition that detects “this feels right” even before the compiler agrees. Vibe coding leverages that intangible quality — pattern recognition wrapped in emotion.

Vibe coding may become the human advantage.

In the coming years, developers may rely more on intuition to steer AI collaborators. Prompting an agent effectively will feel closer to jazz than engineering: you set the key, define the tempo, and riff until something clicks. That kind of creative symbiosis demands confidence in your vibes.

The irony is that automation may end up making vibe coding essential. Machines can handle the boring parts; humans can finally chase the weird ones.

Conclusion

Vibe coding won’t replace traditional software practices, and nor should it. But it might remind developers of something crucial: code isn’t just logic, it’s also expression. Letting intuition lead once in a while doesn’t make you undisciplined; it just makes you alive to the process.

Some of the most groundbreaking ideas in tech were born not from plans, but from vibes. The next time your brain tells you to stop overthinking and just code — maybe, just maybe, you should listen.

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Alexander Williams is a full stack developer and technical writer with a background working as an independent IT consultant and helping new business owners set up their websites.
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