
AI coding tools now write code, so engineers manage bots.
This makes every individual contributor a manager.
Their focus shifts from deep work to multitasking.
What happened
With AI tools like Claude, Codex, Grok, and Kimi handling code writing, software engineers (ICs) now manage teams of bots instead of writing code directly.
Why it matters
This shift means ICs face manager-like challenges such as multitasking and tracking many concurrent work threads, making deep focus less important than coordinating agents toward outcomes.
What to watch
The traditional split between ICs and managers may blur further as the role of an engineer evolves toward overseeing AI agents.
Ask the AI about this article →
The traditional career split between individual contributors and managers in software engineering is being redrawn. For years, ICs were told to focus deeply on one coding task at a time to produce high-quality code. Now, AI agents handle the coding, so the IC's job becomes coordinating a team of bots. This shift requires skills more aligned with management, like tracking multiple threads and guiding agents, rather than sustained deep focus. This suggests a future where engineering roles become less about writing code and more about overseeing AI outputs, potentially changing how companies structure technical teams and what they value in hires.
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