
AI Coding Agent Will Not Boost Your Productivity 10x – Here is WHY
Last Updated on September 17, 2025 by Editorial Team
Author(s): Ryan Nguyen
Originally published on Towards AI.
AI Coding Agent Will Not Boost Your Productivity 10x – Here is WHY
For the past year, I’ve been working with our company’s core developer group on the push to adopt AI coding assistants. As part of a dedicated team evaluating their impact, I’ve rolled them out to our engineers while also using them daily in my own workflows. This has given me a unique vantage point on the promise — and the pitfalls — of AI in software development.
The article discusses the stark contrast between the optimistic claims about productivity boosts from AI coding tools and the author’s on-ground experience, which suggests a more modest increase of 20-30%. It critiques the hype of AI’s transformative power, reveals industry studies showing a decline in trust among developers, highlights the disconnect between perceived speed and actual productivity, and outlines effective workflows for integrating AI into software development while emphasizing that human skills remain irreplaceable in code design and problem-solving.
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.