How to Give AI Coding Agents Better Codebase Context

📰 Dev.to · Michel Ozzello

Learn how to provide AI coding agents with better codebase context to improve their performance on large codebases

intermediate Published 30 Apr 2026

Action Steps

Create static context files such as AGENTS.md or .cursorrules to provide structured information about the codebase
Use retrieval-augmented generation to provide the AI agent with relevant code snippets and context
Implement a dynamic context system that can learn and adapt to the codebase over time
Configure the AI agent to use the provided context files and retrieval-augmented generation
Test and evaluate the performance of the AI agent with the improved context

Who Needs to Know This

Software engineers and developers can benefit from this knowledge to improve the efficiency of AI coding agents in their workflow, while product managers and technical leads can use this to inform their decisions on AI adoption

Key Insight

💡 Providing AI coding agents with structured context about the codebase is crucial for their performance on large codebases