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Boy, I'm 27 years old. I used to be a network administrator, and I know a little about network and operation and maintenance. Now I want to change careers as a programmer. Is it too late?
You can turn, but if you are tired, you should start from scratch;

I used to be a programmer. According to the ever-changing software technology, I need to keep learning now. The speed of learning can't keep up with the speed of technological update. If you don't learn, the technology will be eliminated in a few years.

It is suggested that you can implement and maintain the software. After you are familiar with a certain software, you can also develop towards the realization of project manager in the future.