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

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

The complexity of programming tools has increased over time, making software development feel more like a domain for experts rather than something accessible to everyone.

The first computer programmers worked with machine code and punch cards, which is vastly different from today's software engineering roles. The evolution of programming has led to better tools that allow humans to operate at a higher level, rather than just writing code.

Many industries, including aerospace and semiconductors, are still using outdated software, presenting a significant opportunity for modernization.

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.

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

Many companies still have policies that restrict engineers from using AI-assisted coding, which needs to change for better productivity.

If software engineering continues to advance while computer use stagnates, it may lead to a misallocation of resources and talent.