RAG stands for retrieval-augmented generation: how AI tools look up information before answering so they can be accurate about things they were not trained on.
Vibe working means directing AI tools to complete tasks at work, then steering the output. What it is, how it differs from vibe coding, and what it changes.
A forward deployed engineer works with customers to make software work in their environment. Here is what the role involves and why demand has grown so quickly.
The project manager role is secure. What changes is the task mix inside it. Here is the honest breakdown of what AI is taking over and what stays yours.
Vibe coding means describing what you want in plain language and letting an AI model write the code. What it is, why it spread, and what it changes for skills.