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Achyut Srivastava
Achyut Srivastava

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Improving AST Parsing for Multi-File Code Editing in LuxurAI Coder

What We Built Today

Today, we enhanced LuxurAI Coder’s AST parser to handle multi-file code editing loops more efficiently. This improvement allows the AI to traverse dependencies across multiple files and validate changes before merging.

The Problem We Solved

Handling multi-file codebases is challenging, especially when changes in one file affect others. Our enhanced AST parser ensures that dependencies are correctly mapped and changes are validated in an isolated sandbox.

How The Architecture Works

Our architecture includes a multi-stage pipeline that orchestrates planning, atomic code generation, and merge validation. The 5-layer AST compiler validator ensures syntax integrity and self-healing capabilities.

Transparent Economics

We maintain a transparent ₹0.25/credit pricing model, ensuring affordability for developers worldwide.

How We Can Make This Better

We’re seeking feedback from Python developers to improve test-healing reliability. Try it out at LuxurAI Coder and share your thoughts!

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