There are already many layers of hardware/software that we don't have to code to use even going into the OSI layers stack. However the top most layer will alwa

There are already many layers of hardware/software that we don't have to code to use even going into the OSI layers stack. However the top most layer will always require programming and architecture because that is where innovation that matters to humans resides. Even machine learning, big data, artificial intelligence, language processing and more all take some initial design and goals i.e. you have to train machine learning and architect what it is used for. AI/automation/generation are currently great at reproduction but not inception/prototyping/creative aspects of development. There are areas that constantly move into automated layers though, where machine code is better. For instance, optimizations like WebAssembly are forming to solidify the application layers standards/platforms that may not need to be done by humans much longer, just as assembly wasn't used as much directly by programmers once C/C++/Objective-C came along in that wave in the 80s. When layers are standardized and automated, programmers just move up the stack to the new blue ocean of development built on top of everything else. Similarly to AI, people have been saying visual coding will take over actual coding for a long time, same with automation/generation/AI. The automation still takes architecture, choreography, creativity and innovation to come up with something. Coding is automation once it is developed and live. Coding is part of the takeover and there will always be a top most layer that AI can't do for some time and possibly never on the creativity side for things that matter to a human or market need. Programmers are also the first to really take advantage of AI. I am hoping for a future where small teams or individuals can build AI armies that code like they want on a massive scale. Here's to coding for your bot army that will do your bidding in the future and make a small team competitive always through the help of automation, machine learning and artificial intelligence.