Your First Dev Job Won't Look Like Your Seniors' First Job: A CS Student's Guide to the AI Agent Era

Description and use

<p>Ten years ago, the standard advice to a computer science student was simple: learn a language, build projects, collect a few frameworks, and apply for junior roles. Junior roles were where people got paid to learn the craft.</p> <p>AI coding agents are putting that ladder under pressure. Today's tools don't just autocomplete a line. They read a whole repository, edit several files, run commands, and retry when tests fail. The routine work that used to fill a junior developer's first year is exactly the work these tools handle best.</p> <p>This article looks at what the evidence says, and wh

Problem

<p>Ten years ago, the standard advice to a computer science student was simple: learn a language, build projects, collect a few frameworks, and apply for junior roles. Junior roles were where people got paid to learn the craft.</p> <p>AI coding agents are putting that ladder under pressure. Today's tools don't just autocomplete a line. They read a whole repository, edit several files, run commands, and retry when tests fail. The routine work that used to fill a junior developer's first year is exactly the work these tools handle best.</p> <p>This article looks at what the evidence says, and wh

Outcome

<p>Ten years ago, the standard advice to a computer science student was simple: learn a language, build projects, collect a few frameworks, and apply for junior roles. Junior roles were where people got paid to learn the craft.</p> <p>AI coding agents are putting that ladder under pressure. Today's tools don't just autocomplete a line. They read a whole repository, edit several files, run commands, and retry when tests fail. The routine work that used to fill a junior developer's first year is exactly the work these tools handle best.</p> <p>This article looks at what the evidence says, and wh

Evidence

Your First Dev Job Won't Look Like Your Seniors' First Job: A CS Student's Guide to the AI Agent Era

Source