11/05/2026
AI can generate code, but where does human responsibility actually sit?
What we are seeing across many companies right now is the assumption that the need for developers is decreasing.
In reality, the opposite is happening.
As AI becomes part of the development process, the demands on teams are increasing in areas such as:
↳ architecture and system design
↳ data quality and data flow management
↳ evaluation of AI-generated model and code outputs
↳ control, security, and governance
In other words:
Writing code is becoming easier. Owning and governing systems is becoming significantly more complex.
This is driving a clear shift:
From developers primarily focused on writing code, to specialised engineers with a holistic understanding of systems, data, and risk.
For leaders, this leads to one clear implication:
The challenge is no longer just about capacity, it is about access to the right type of expertise.
Companies that succeed with AI are not hiring fewer developers, they are investing in the right profiles.
The real question is not whether you need developers. It is whether your team is equipped for the complexity AI actually introduces.
At FWH, we help companies find the right expertise, including senior developers and AI specialists.
Feel free to reach out for a no-obligation chat: https://www.facilitatedworkhub.com/contact-us