The data points you brought up highlight a major paradox in modern software engineering. We are seeing unprecedented tech infrastructure investment, yet tech layoffs are simultaneously accelerating because of a 30% to 40% developer productivity increase driven by AI. It is a stark reminder that staying relevant in this industry requires continuous adaptation. If you aren't integrating AI into your regular Git and deployment workflows, you are falling behind the baseline.