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Programming languages will remain essential despite AI coding assistants because they provide formal, fully-specified instructions that natural language cannot match. While natural language is inherently underspecified and ambiguous, programming languages force developers to make explicit decisions and discover hidden requirements. AI agents can generate code from prompts, but they fill specification gaps through statistical guessing rather than intentional design, making them suitable for prototypes but risky for production systems. The core value of programmers lies not in syntax knowledge but in translating ambiguous requirements into formal, executable specifications—a skill that becomes more valuable as AI tools proliferate.

Human Won’t Replace Python

Agreed. But this article did not need to be this long to make this point.

Awesome! Hail python!!! 🙌🙌🐍🐍🐍

Relevant so far. Until we have a new type of AI that works like human brains not just a next-token predictor.

Just thought about this analogy.
For those that are too young, there was a movie called Flash Gordon that came out in the early 80’s. In the beginning Ming (Bad Guy) talks about how he is board and wants to play awhile (Vibe Coding).
Flash ultimately kills Ming and becomes Savior of the Universe. To get to that point so he has to go through all of these steps and make decisions that are not necessarily logical but must be done to ultimately reach the desired end result. (AI can’t do)
Without Flash’s independent thanking he would have never succeeded. (Developer, Developer, Developer) &lt;- Throwback to Steve Ballmer
<a href="https://www.youtube.com/watch?v=rRm0NDo1CiY&amp;list=RDrRm0NDo1CiY&amp;start_radio=1" target="_blank" rel="noopener nofollow">https://www.youtube.com/watch?v=rRm0NDo1CiY&amp;list=RDrRm0NDo1CiY&amp;start_radio=1</a>