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The Software Engineering Identity Crisis in the AI Era

28 March 2025 · 38 views · 0 likes · 0 reposts · 96 blog views

AI coding identity leadership philosophy product

The Software Engineering Identity Crisis.

The post by Annie Vella dives deep into something I’ve been feeling but couldn’t quite articulate: the slow identity shift from being builders to becoming orchestrators. We got into this field because we loved making things - writing elegant code, solving tough bugs, optimizing that slow function into a masterpiece. That sense of flow, that quiet satisfaction when something finally clicks - that’s what made this job feel like more than just a job.

But now AI is starting to do a lot of that for us. And not just the boring stuff - we’re talking full-on legacy migrations, architecture suggestions, even code improvements. The author asks the tough question: What happens when the part of engineering we loved most gets outsourced to a machine?

One part that really stood out was the “pendulum” idea. She shared her journey swinging between individual contributor and management, and how instead of losing her engineering identity, she expanded it. Maybe that’s the mindset shift we need - not seeing ourselves as replaced, but evolving into a hybrid role. Still problem solvers, still creators - just with a new set of tools. She also touches on how trust works differently with AI than with people - how it starts high but erodes fast when something goes wrong. That felt so real. I’ve been there, trying to work with an AI assistant that confidently gives me… the wrong thing. You lose confidence in seconds.

It reminds us that while tools evolve, our core identity as builders doesn’t have to vanish. We just need to find new ways to express it.

The Software Engineering Identity Crisis in the AI Era

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