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I stopped maintaining 30 JSON files by hand with this one tool

Connect all your configuration files and autogenerate code—Jsonnet is the missing piece for large code bases.
GitHub

Source Parser

This package contains tools for parsing source code into annotated json data structure: we extracted import statements, global assignments, top-level methods, classes, class methods and attributes, ...
IEEE

LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Abstract: Large language models (LLMs) have shown great potential in automating significant aspects of coding by producing natural code from informal natural language (NL) intent. However, given NL is ...
IEEE

Evaluation of the Code Generated By Large Language Models: The State of the Art

Abstract: The rapid development of Large Language Models (LLMs), such as ChatGPT and DeepSeek, has revolutionized software development, particularly in the domain of automated code generation. These ...
VentureBeat

Claude Code's '/goals' separates the agent that works from the one that decides it's done

A code migration agent finishes its run, and the pipeline looks green. But several pieces were never compiled — and it took days to catch. That's not a model failure; that's an agent deciding it was ...