Through dedicated coding tools like `generate_file` and `modify_code`, Coral AI operates as a local agent.
Core Architecture
How It Works Under The Hood
The Autonomous File System Generation module is built on a highly optimized C++ and Python bridge. By bypassing standard Windows UI restrictions, Coral AI directly interfaces with system memory, native Win32 APIs, and DOM structures to achieve near-zero latency execution.
Directory Scaffolding
Builds full boilerplate structures (e.g., Next.js `app/` routers).
Direct File Writing
Actually creates `.js`, `.py`, or `.cpp` files on your disk with the correct logic.
Multi-File Refactoring
Can rename variables or change imports across 5 different files simultaneously.
Package Configurations
Writes `package.json` or `CMakeLists.txt` based on project requirements.
This module does not operate in isolation. It is dynamically invoked by the Coral PlannerAgent via JSON-RPC, allowing it to be chained endlessly with vision and memory modules.