Instead of writing everything from scratch, I find myself orchestrating multiple AI agents. Each one handles a specific part of the workflow. Code generation, debugging, documentation, testing.
I am not replacing engineering effort. I am redistributing it.
The role shifts from doing to directing.
You define intent clearly, break problems into structured pieces, and route them to the right agents. The quality of output depends less on typing speed and more on how well you design the system around these agents.
This changes what “being a good engineer” means.
It is no longer just about writing clean code.
It is about:
- Designing workflows
- Structuring problems
- Evaluating outputs critically
- Building feedback loops
The leverage is real, but only if you know how to control it.
Otherwise you just produce more, faster, with the same flaws.
The real shift is subtle.
You are no longer just building software.
You are building systems that build software.