# How AI Coding Agents Are Changing Software Engineering Roles

DevFeed: [How AI Coding Agents Are Changing Software Engineering Roles](<https://devfeed.tech/articles/your-new-coding-teammate-is-an-ai-agent-are-you-ready-35072.md>)

Original publisher: [Read original article](<https://medium.com/gumgum-tech/your-new-coding-teammate-is-an-ai-agent-are-you-ready-2545a17b87dc?source=rss----d4c1dee0f87b---4>)

Author: Vaibhav Puranik

Published: 2025-06-17T05:08:18Z

Content type: opinion

Language: en

Sources: [GumGum](<https://devfeed.tech/sources/gumgum.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [GitHub Copilot](<https://devfeed.tech/topics/github-copilot.md>), [ai-coding](<https://devfeed.tech/topics/ai-coding.md>), [pull-requests](<https://devfeed.tech/topics/pull-requests.md>), [Tech Lead](<https://devfeed.tech/topics/tech-lead.md>), [Testing](<https://devfeed.tech/topics/testing.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-coding-agent](<https://devfeed.tech/tags/ai-coding-agent.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [github-copilot](<https://devfeed.tech/tags/github-copilot.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>), [quality](<https://devfeed.tech/tags/quality.md>), [review](<https://devfeed.tech/tags/review.md>), [software-development](<https://devfeed.tech/tags/software-development.md>), [software-engineer](<https://devfeed.tech/tags/software-engineer.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>)

## AI overview

The article argues that AI coding agents are becoming regular members of software teams, shifting developers' work toward task delegation, code review, feedback, and architectural decisions. It also discusses changing hiring expectations and AI-assisted test generation.

## Source excerpt

Your New Coding Teammate is an AI Agent -- Are You Ready? AI coding agents like GitHub Copilot and OpenAI's Codex aren't just novelties anymore -- they're rapidly becoming your daily teammates. Surveys show that 97% of developers have tried AI coding tools at work , and GitHub Copilot now helps millions write code faster, with studies showing developers complete tasks up to 55% faster with it . This isn't the future -- it's now. And it's changing what it means to be a software engineer. Think Like a Team Lead, Not Just a Coder AI tools aren't magic wands -- they're more like junior engineers who need guidance. That means every developer, including juniors, needs to start thinking like a tech lead. Just like a lead assigns tasks and reviews code from teammates, you'll now delegate work to AI agents and manage their output. GitHub's Copilot Agents can even spin up a dev environment and create a pull request for you . So instead of grinding through repetitive code, your job is shifting to: Breaking down problems into clear instructions for AI Reviewing AI-generated code for quality Making key architectural decisions AI can't handle You're not just coding -- you're leading a small army of fast, tireless interns. Your value? Knowing how to steer them well. AI = Your New Junior Developer Treat your AI tools like you would a junior teammate: Give them clear instructions Review their code carefully Provide feedback to improve the output For example, Copilot can generate tests or refactor code, but it needs your input to do it right. It often improves drastically when you give specific guidance, just like mentoring a junior dev . Tools like Copilot Chat even let you leave comments on its pull requests, and the agent will revise code in response . This isn't sci-fi -- it's daily life on modern engineering teams. Hiring is Changing -- Are You Ready? Tech hiring is also evolving. Companies aren't just testing if you can write code -- they want to know if you can review AI-written code,