RustAssistant: Using LLMs to Fix Compilation Errors in Rust Code

1. glicol

   1 164 2,751 6.6 Rust

   Graph-oriented live coding language and music/audio DSP library written in Rust

   

   I am creator and maintainer of several Rust projects:

   https://github.com/chaosprint/glicol

   https://github.com/chaosprint/asak

   For LLM, even the latest Gemini 2.5 Pro and Claude 3.7 Thinking, it is difficult to give a code that can be compiled at once.

   I think the main challenges are:

   1. Their training material is relatively lagging. Most Rust projects are not 1.0, and the API is constantly changing, which is also the source of most compilation errors.

   2. Trying to do too much at one time increases the probability of errors.

   3. The agent does not follow people's work habits very well, go to docs.rs to read the latest documents and look at examples. After making mistakes, search for network resources such as GitHub.

   Maybe this is where cursor rules and mcp can work hard. But at present, it is far behind.

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. asak

   2 13 313 6.8 Rust

   A cross-platform audio recording/playback CLI tool with TUI, written in Rust.

   

   I am creator and maintainer of several Rust projects:

   https://github.com/chaosprint/glicol

   https://github.com/chaosprint/asak

   For LLM, even the latest Gemini 2.5 Pro and Claude 3.7 Thinking, it is difficult to give a code that can be compiled at once.

   I think the main challenges are:

   1. Their training material is relatively lagging. Most Rust projects are not 1.0, and the API is constantly changing, which is also the source of most compilation errors.

   2. Trying to do too much at one time increases the probability of errors.

   3. The agent does not follow people's work habits very well, go to docs.rs to read the latest documents and look at examples. After making mistakes, search for network resources such as GitHub.

   Maybe this is where cursor rules and mcp can work hard. But at present, it is far behind.

4. kcores-llm-arena

   3 2 855 8.5 HTML

   LLM Arena by KCORES team

   

   Gemini 2.5 pro is far ahead of even Claude

   Chart:

   https://raw.githubusercontent.com/KCORES/kcores-llm-arena/re...

   Description of the challenges:

   https://github.com/KCORES/kcores-llm-arena

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