Rage Coding and the New Economics of Innovation

The Modern Equivalent of a Strongly Worded Letter

The other day, while walking back from the local garage after being informed (for the second time in as many months) that one of my wheels had cracked after encountering one of the many potholes decorating our rapidly disintegrating roads, I did what any reasonable person would do.

I rage coded (think vibe coding, but angrier).

Within twenty minutes I had built a working prototype of an application designed to crowdsource pothole reports and pressure local councils into fixing them faster. Alongside it came a name, a visual identity and the beginnings of a grassroots campaign.

What would previously have required months of effort, specialist technical skills and significant investment had been achieved before my frustration had fully subsided. By the time I arrived home, I had something tangible. The prototype worked, the branding looked surprisingly convincing and the idea had moved from a passing irritation to something that resembled a genuine initiative.

As I started thinking about what came next, however, it became clear that the interesting part of the story wasn't the technology. I found myself sketching out plans for partnerships with local cycling clubs, community reporting initiatives and ways of attracting local media attention. The work ahead looked remarkably similar to what it would have been before AI. The challenge was no longer building the thing. The challenge was getting people to care about it.

With my blood pressure gradually returning to normal, I was forced to confront a more important question: did I actually care enough about potholes to spend the next three years doing something about them?

The answer, it turns out, was no.

The application remains a tidy, functional prototype. Its primary purpose today is as a practical experiment in AI-assisted product development and the inspiration for what has become one of my favourite concepts: Rage Coding. A rush of hot blood to the head that results in a prototype. The modern equivalent of the strongly worded letter.

When Building Stops Being the Bottleneck

The experience did, however, leave me thinking about a much broader shift in the economics of innovation.

For decades, one of the most significant barriers to innovation was the cost of building. Turning an idea into a product required money, expertise, time and commitment. Those constraints acted as a surprisingly effective filter. Weak ideas often disappeared before they consumed significant resources, while stronger ideas survived because someone cared enough to overcome the friction involved in bringing them to life.

Today, much of that friction is disappearing. A moment of inspiration, curiosity or irritation can now produce something tangible. Ideas no longer need to remain in notebooks, presentations or conversations. They can be transformed into functioning products in a matter of hours.

At first glance, this appears to be an unambiguously positive development. More people can build. More ideas can be tested. More innovation becomes possible.

Yet the pothole application highlighted something important: building was never the whole journey, and it may not even have been the hardest part.

When creating a product required six months of effort, that six months also created space to think. Founders had time to consider distribution, partnerships, adoption, business models, governance and execution. The build phase itself acted as a period of reflection. As the time required to build collapses, those questions do not disappear. They simply arrive much sooner.

This changes the nature of the challenge. The critical question is no longer whether an idea can be built. Increasingly, the answer will be yes. The more important questions are whether the idea deserves to exist, whether anyone will care once it does and whether the creator has the conviction to keep pushing when the novelty wears off.

From Cost of Creation to Cost of Commitment

For years there was a standing joke that everyone had an app idea. Before that, everyone supposedly had a novel inside them. The rise of blogging platforms and self-publishing dramatically lowered the barriers to becoming an author, creating more writers and more opportunities to publish. What they did not create was a tidal wave of great literature.

The same pattern is likely to emerge in product development. As the cost of creation falls, the volume of creation will rise. We will see an explosion of applications, prototypes, products and experiments. Many will be clever. Some will be genuinely useful. Most will be abandoned.

Not because building them was difficult, but because the scarce resources were never technical capability. They were conviction, persistence, distribution, community and the willingness to dedicate years of effort to making something matter.

The New Economics of Innovation

Technology is rapidly reducing the cost of turning ideas into reality. At the same time, attention is becoming more fragmented, competition more intense and societal challenges more interconnected. These are converging forces that are reshaping the innovation landscape in ways we are only beginning to understand.

The economics of creation are changing dramatically. The economics of commitment are not.

In the future, success may depend less on who can build the thing and more on who is willing to carry it forward once it exists.

In the meantime, somewhere on my laptop sits a perfectly functional pothole-reporting application waiting for the next cracked wheel.