February 2026
Intermediate to advanced
268 pages
7h 34m
English
Content preview from The Effective Software Engineer
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Chapter 12. The Future of Individual Contributors
The tech industry is constantly evolving, and so is the role of the IC. In this chapter, let’s gaze forward. How will being an IC change in the coming years? We’ll consider trends like AI and automation, the increasing need for interdisciplinary skills, and emerging hybrid roles that blur the line between IC and management or other fields. The goal is to think about how you, as an IC, can stay effective and relevant in the face of these changes.
Embracing AI as Your New Collaborator (Not Your Replacement)
Perhaps the biggest shift on the horizon (or already upon us) is the advent of powerful AI tools in software development. We have code assistants (GitHub Copilot, etc.) that can generate code from comments, AI-driven testing, and systems that may eventually handle some programming tasks autonomously.
You may constantly be wondering: will AI replace developers? Probably not entirely, and certainly not those who adapt. Instead, AI will augment developers:
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It will handle a lot of boilerplate and repetitive coding. (Copilot already helps fill in lots of routine code.)
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It might find bugs or suggest optimizations automatically (acting as an AI pair programming partner).
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It can generate multiple solution approaches (e.g., “give me three different implementations of this function” as a creativity boost).
Instead, your role will shift:
- Problem definition and system design
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AI is not great at knowing what problem needs solving ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.