The rise of the full stack builder
When implementation gets cheaper, understanding becomes the competitive advantage
About a year ago I wrote about how the bottleneck moves when code gets cheap.
It is becoming very clear that we are now past that point.
When dreams get normalized
Humanity dreamed about flying for thousands of years. When my grandmother first got on a plane, it was almost a magical experience. The idea of sitting in the sky and go from one continent to another in hours felt unreal. Until one day it was.
Today, we casually sit at 10,000 meters eating bad pasta while watching Netflix.
What once felt revolutionary, eventually becomes normal.
That’s exactly what this week felt like.
I attended two AI events in Malmö. One official Anthropic event around Claude Code for developers, and another builder meetup where people demoed their AI workflows and setups.
What struck me wasn’t really the technology itself. It was how normal everything suddenly felt. Having a beer, talking with engineers about how an agent do the work they used to do, complaining about it going off the rails. Sharing prompts and workflows for efficiency. No one trying to sound futuristic. Just explaining how they work now.
That’s when it hit me.
We have arrived.
Most of what people speculated about a couple of years ago is no longer theoretical. Most people I spoke to have barely touched code this year. Their work has already shifted toward reviewing, orchestrating, architecting, validating.
The abstraction layer moved again, and in a big way. And this time it moved far beyond software engineering itself.
Software changes first because code already exists in digital form and there are enormous amounts of training data available. Eventually, this wave will move through every digital field.
Design. Marketing. Analysis. Operations. Sales. Anything where patterns, decisions and outputs can be modeled.
The full stack builder
For years, being “full stack” meant that you, as a software engineer, was able to build both frontend to backend to infrastructure. It also started to appear in other domains, like in marketing, being able to do all creative work, launch campaigns and analyse performance.
The new full stack increasingly includes product, UX, systems thinking, customer understanding, distribution and business itself.
What will be valuable in the future
Every abstraction wave in technology has removed friction somewhere and moved the bottleneck elsewhere.
When infrastructure became cheap, distribution exploded.
When distribution became cheap, attention became expensive.
Now implementation itself is becoming dramatically cheaper.
So where does value move next?
Up the stack.
Toward insight. Good judgement. Taste. Customer empathy. Distribution. Trust. Timing.
The people who win won’t necessarily be the people who can produce the most output. They will be the people who understand reality best and can turn that understanding into products, systems and attention.
And with this, the whole definition of “full stack” is changing.
The most valuable full stack builder is someone who can move seamlessly from:
problem → product → execution → distribution → monetization.
This is an entrepreneur. A founder/operator.
What is interesting is not that AI writes code or marketing copy. It is that technology is compressing larger and larger parts of the value chain into individuals and very small teams.
There are many solo founders hitting 1-10M ARR already thanks to automation and distribution. Even the idea of a one-person unicorn no longer feels absurd.
That shift is both slightly terrifying and incredibly exciting. Because if this is what the first wave looks like, imagine what becomes possible from here.
What used to feel impossible already started becoming normal.