apache / apache/linkis

[feature][CGS][manager] optimize jdbc logs, monitor scheduler and thread pool

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Java
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Description

### Search before asking

- [x] I had searched in the [issues](https://github.com/apache/linkis/issues) and found no similar feature requirement.

### Problem Description

Linkis logging needs optimization for better debugging and production monitoring.

### Description

This feature includes:
1. Linkis logging optimization for better debugging
2. AI convention documentation

### Use case

Improve debugging capability and development experience.

### Solutions

1. Optimized logging configuration and output
2. Added AI development convention documentation

### Anything else

None.

### Are you willing to submit a PR?

- [x] Yes I am willing to submit a PR!

Contributor guide

Open the contributing guide

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