Hi Linkis Community, **Date:** March 28, 2026 **Topic:** Best Practices & Patterns **Participants:** 木果果..., ming, 白呀白... **Time:** 2026-03-28 Evening
--- **[14:03] 木果果...:** 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? **[14:09] ming:** Connection pooling is critical. We found the sweet spot through trial and error. **[14:21] 白呀白...:** Security config took some iteration. Happy to share what we learned. **[14:39] 木果果...:** Any anti-patterns to warn new users about? **[14:47] ming:** Monitoring setup with Prometheus has been great. Custom metrics for engine health. **[15:05] 白呀白...:** Resource quotas prevent any single team from consuming everything. **[15:27] 木果果...:** Would example configs be helpful? **[15:47] ming:** This aligns well with what we are seeing in production. **[15:57] 白呀白...:** Happy to contribute to this effort. **[16:14] 木果果...:** What would you include in a best practices guide? **[16:21] ming:** That is a great point! **[16:44] 木果果...:** 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! --- Best regards, Apache Linkis Community Member Note: This is an automated discussion starter to engage community members. Reply to this email to continue the discussion on the dev mailing list. Apache Linkis - https://linkis.apache.org/
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