Coding agents now integrate three key components: tools, memory, and repo context. By combining these, LLMs can navigate codebases more effectively. The approach uses tool calls to execute commands, memory to track state, and repository context to provide relevant code snippets. Developers can adopt these agents to boost productivity in real projects.