Hi Linkis Community,

**Date:** March 26, 2026
**Topic:** Best Practices & Patterns
**Participants:** 郝滨, 张志坚
**Time:** 2026-03-26 Evening

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**[09:13] 郝滨:**
Collecting best practices for common Linkis patterns:

- Connection pooling strategies
- Error handling approaches
- Monitoring and alerting
- Resource management
- Security configurations

What patterns have worked well for your team?

**[09:36] 张志坚:**
Connection pooling is critical. We found the sweet spot through trial and error.

**[09:55] 郝滨:**
Security config took some iteration. Happy to share what we learned.

**[10:03] 张志坚:**
Any anti-patterns to warn new users about?

**[10:27] 郝滨:**
Monitoring setup with Prometheus has been great. Custom metrics for engine 
health.

**[10:32] 张志坚:**
Resource quotas prevent any single team from consuming everything.

**[10:40] 郝滨:**
Would example configs be helpful?

**[10:59] 张志坚:**
Happy to contribute to this effort.

**[11:26] 郝滨:**
Great discussion! Here is what we have so far:

✅ Best Practices & Patterns - Community feedback collected
✅ More discussion needed - Continue on dev list
✅ Volunteers welcome - Join the conversation

Sending this to the dev mailing list to get more community input.
Everyone is welcome to chime in!


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Best regards,
Apache Linkis Community Member

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