Aider

Aider lets you pair program with LLMs to start a new project or build on your existing codebase.

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Software Engineering 3 AI & Machine Learning 3

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Claude 3 beats GPT-4 on Aider's code editing benchmark

2024202 points228 comments AI & Machine Learning details

Claude 3 Opus outperforms all of OpenAI’s models on Aider’s code editing benchmark, making it the best available model for pair programming with AI.

GPT-4 Turbo with Vision is a step backwards for coding

2024164 points122 commentscited by 3AI & Machine Learning details

OpenAI’s GPT-4 Turbo with Vision model scores worse on aider’s code editing benchmarks than all the previous GPT-4 models. In particular, it seems much more prone to “lazy coding” than the existing GPT-4 Turbo “preview” models.

Separating code reasoning and editing

2024cited by 10AI & Machine Learning details

An Architect model describes how to solve the coding problem, and an Editor model translates that into file edits. This Architect/Editor approach produces SOTA benchmark results.