
Claude Isn’t Your Copilot. It’s Your New Engineering Team.
Last Updated on September 4, 2025 by Editorial Team
Author(s): Mayank Bohra
Originally published on Towards AI.
I stopped treating Claude Code like an autocomplete and started managing it like a team of junior devs. Here’s the workflow that actually scales.
I’ve seen a lot of takes on AI coding assistants, and most of them miss the point. They treat tools like Claude Code as a supercharged autocomplete, something to spit out boilerplate or finish a line of code. That’s like using a CNC machine as a hammer. You’re missing the entire agentic layer that makes it powerful.
The article discusses a new approach to using AI coding assistants, specifically Claude Code, by treating them as a team of junior developers rather than mere tools. The author emphasizes structuring workflows and onboarding AIs effectively, incorporating iterative training through living documentation, and utilizing modular scripts and commands to automate tasks. This strategy enables developers to manage multiple tasks in parallel, enhancing productivity and transforming the coding experience from an individual effort to a collaborative team effort.
Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI
Take our 90+ lesson From Beginner to Advanced LLM Developer Certification: From choosing a project to deploying a working product this is the most comprehensive and practical LLM course out there!
Towards AI has published Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!

Discover Your Dream AI Career at Towards AI Jobs
Towards AI has built a jobs board tailored specifically to Machine Learning and Data Science Jobs and Skills. Our software searches for live AI jobs each hour, labels and categorises them and makes them easily searchable. Explore over 40,000 live jobs today with Towards AI Jobs!
Note: Content contains the views of the contributing authors and not Towards AI.