AI, Software Engineer
The next gains from AI coding agents will come from model improvements and from clearer repo instructions, permissions, tests, and workflows.
The next gains from AI coding agents will come from model improvements and from clearer repo instructions, permissions, tests, and workflows.
As coding agents become more capable, the valuable skill shifts toward direction: defining the task, setting boundaries, reviewing output, and owning the decision.
Clients do not really need a consultant who just says clever technical things. They need someone who can reduce risk, create clarity, and help them make better decisions.
AI can generate code faster, but that only makes direction, judgment, and accountability more important. Senior engineers still matter because the expensive mistakes are rarely typing mistakes.