auto-dev
🧙AutoDev: The AI-powered coding wizard with multilingual support 🌐, auto code generation 🏗️, and a helpful bug-slaying assistant 🐞! Customizable prompts 🎨 and a magic Auto Dev/Testing/Document/Agent feature 🧪 included! 🚀 (by unit-mesh)
LLMLingua
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss. (by microsoft)
| auto-dev | LLMLingua | |
|---|---|---|
| 2 | 3 | |
| 2,338 | 3,880 | |
| 18.4% | 16.3% | |
| 10.0 | 8.2 | |
| 7 days ago | 4 days ago | |
| Kotlin | Python | |
| Mozilla Public License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
auto-dev
Posts with mentions or reviews of auto-dev.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-25.
- FLaNK AI Weekly 25 March 2025
-
AutoDev: Automated AI-driven development by Microsoft
I am the author of another version of AutoDev, available at https://github.com/unit-mesh/auto-dev , which was developed one year ago with Intellij IDEs.
My concept closely resembles Microsoft's AutoDev, but I built it on the Intellij IDEA platform. For instance, it automatically runs tests when created, among other functionalities, can also built with AST, dependency information or other context
Two weeks ago, I introduced AutoDev DevIns language, which bears similarities to Microsoft's AutoDev. For example:
```java
LLMLingua
Posts with mentions or reviews of LLMLingua.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-25.
What are some alternatives?
When comparing auto-dev and LLMLingua you can also consider the following projects:
huh - Build terminal forms and prompts 🤷🏻♀️
Zolver - Automatic jigsaw puzzle solver
mergekit - Tools for merging pretrained large language models.
k3s - Lightweight Kubernetes
kubernetes-client - Java client for Kubernetes & OpenShift
spring-ai - An Application Framework for AI Engineering
microagents - Agents Capable of Self-Editing Their Prompts / Python Code