Semgrep: AutoFixes using LLMs

Semgrep: AutoFixes using LLMs

semgrep is a really neat tool for semantic grep against source code - you can give it a pattern like "log.$A(...)" to match all forms of log.warning(...) / log.error(...) etc.

Ilia Choly built semgrepx - xargs for semgrep - and here shows how it can be used along with my llm CLI tool to execute code replacements against matches by passing them through an LLM such as Claude 3 Opus.

Via lobste.rs

ai claude cli code error etc forms generativeai llm llms match semantic shows tool