Exploring AI for Refactoring at Scale

1. screenshot-to-code

   1 22 71,275 9.3 Python

   Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

   

   I’ve randomly selected screenshot-to-code. While it is definitely not a linux repo, it is old enough to already face tech debts and far more complex than those MVP projects people are building with AI. git clone https://github.com/abi/screenshot-to-code

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. linux

   2 1,088 211,522 10.0 C

   Linux kernel source tree

   

   I’ve randomly selected screenshot-to-code. While it is definitely not a linux repo, it is old enough to already face tech debts and far more complex than those MVP projects people are building with AI. git clone https://github.com/abi/screenshot-to-code

4. code2prompt

   3 2 879 6.7 Python

   Code2Prompt is a powerful command-line tool that simplifies the process of providing context to Large Language Models (LLMs) by generating a comprehensive Markdown file containing the content of your codebase. ⭐ If you find Code2Prompt useful, consider giving us a star on GitHub! It helps us reach more developers and improve the tool. ⭐ (by raphaelmansuy)

   

   We want to feed the entire project to our model as context. The simplest wait is to concatenate everything into one file, and there is already one for that code2prompt.

5. ai-project-refactoring

   4 1 0 6.5

   Testing AI refactoring suggestions on realworld project

   

   Output will look like project_summary.md

6. code2prompt

   5 13 6,895 9.6 Rust

   A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

   

   Prompt engineering is another beast. You can check some open source. But I would suggest using your 🧠 to think and explain what you want as a result and what specific context you know about the project. AI can do a lot, but it can not read your mind

7. Stream

   getstream.io featured

   Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

   

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