AI and the age of probabilistic programming

Every new tool opens the door to new practices that were previously impossible, and LLMs have brought us Vibe Coding. The concept is simple: you describe an LLM what you want, and the LLM produces code. Then you play with your application, if it seems to work then you crack open a beer (or your beverage of choice); if it doesn't then you tell the LLM what the problem is and ask it to fix the code.…