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Self-Healing Code

AI automatically detects and resolves errors during code generation - no manual debugging needed.

Self-healing is XAIO's built-in error recovery system that runs during every code generation cycle. When the generated code has TypeScript errors, missing imports, failing tests, or build issues, the AI analyzes the problem and applies fixes automatically. This iterative process continues until the codebase is clean and all tests pass.

1

TypeScript Error Resolution

The TypeScript compiler runs after generation, and any type errors are fed back to the AI for automatic correction. Missing types, incorrect generics, and interface mismatches are resolved iteratively.

2

Import & Dependency Fixing

Missing imports, circular dependencies, and incorrect module paths are detected and fixed automatically. The system understands the project structure and resolves paths correctly.

3

Test Failure Recovery

When generated tests fail, the AI analyzes the failure output, identifies the root cause (implementation bug vs. test bug), and fixes the appropriate code. Multiple retry cycles ensure comprehensive coverage.

4

Build Error Auto-Fix

Vite build errors, ESLint violations, and configuration issues are caught during the build step and resolved automatically. The build pipeline runs iteratively until a clean build is achieved.

Technologies

Claude AITypeScript CompilerESLintAuto-Fix Pipeline

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