Coral AI uses its C++ vision pipeline to capture the active VS Code window and fix errors without copy-pasting.
Core Architecture
How It Works Under The Hood
The Visual IDE & Stack Trace Debugging 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.
Terminal Error OCR
Reads massive red stack traces directly from the screen buffer.
Visible Code Analysis
Correlates the terminal error with the code currently visible in your editor.
Instant Correction
Outputs the exact corrected code block ready to be pasted or automatically injected.
Logic Flaw Detection
Identifies off-by-one errors or infinite loops just by looking at your screen.
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.