GitHub

EvanDodds/ast-copilot-helper

A comprehensive toolkit for Abstract Syntax Tree analysis and Model Context Protocol (MCP) server implementation, enabling AI agents to understand and query codebases with semantic intelligence across ...
GitHub

Nokia-Bell-Labs/find-abstract-syntax-tree

find-abstract-syntax-tree is a Python 3 implemention of the fAST algorithm. This algorithm aims at inferring a regular expression from a finite set of positive examples.
Microsoft

Feature tree-driven synthesis improves training data for code LLMs

As large language models (LLMs) continue to improve at writing code, a key challenge has emerged: enabling them to generate complex, high-quality training data that actually reflects real-world ...
IEEE

A Multiple Representation Transformer with Optimized Abstract Syntax Tree for Efficient Code Clone Detection

Abstract: Over the past decade, the application of deep learning in code clone detection has produced remarkable results. However, the current approaches have two limitations: (a) code representation ...
InfoQ

Slack Combines ASTs with Large Language Models to Automatically Convert 80% of 15,000 Unit Tests

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...