Stop Treating AI Coding Assistants Like Magic. Here’s the Context-Aware System That Actually Works.
Last Updated on October 9, 2025 by Editorial Team
Author(s): Mayank Bohra
Originally published on Towards AI.
Stop Treating AI Coding Assistants Like Magic. Here’s the Context-Aware System That Actually Works.
Everyone’s chasing the perfect AI prompt for instant productivity. But after 7 months building production frontends with Claude Code and Cursor, here’s what actually happened: I got slower before I got faster. The difference wasn’t better prompts — it was systematic context architecture.

This article discusses the author’s experiences with AI coding assistants, emphasizing that the challenges faced are often due to a lack of proper context rather than the quality of prompts. Through systematic context architecture, the author discovered a more effective approach to using AI tools, highlighting a structured method to improve collaboration between AI and developers, fostering better productivity and long-term maintainability of code.
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.