The role of an engineer is shifting from being a coder to becoming an architect, focusing more on high-level design and problem-solving rather than routine implementation.

The best engineers today are not just coders; they are also great product thinkers, business strategists, and designers, as the focus shifts from merely building to understanding what to build that adds value.

Engineers often waste 15 to 20 percent of their time navigating between different applications instead of coding.

In the generative AI era, engineers can write code faster than ever, but this is just the beginning; thorough code review and understanding user needs are essential for product quality and completeness.

The concept of a virtual engineer will require a better understanding of various tasks beyond just coding, including testing and debugging, to function effectively in a real-world environment.

Being an engineer will increasingly feel like being a logic designer, emphasizing the specification of intent over traditional coding skills.

The best engineers will need to develop a taste for quality code and debugging skills, which are crucial in the age of AI-assisted coding.

We need to focus on improving the development experience beyond just code writing, including design and debugging processes.

Many engineers find it intimidating to troubleshoot complex codebases, but being able to navigate them is a rare and powerful skill.