Is Your AI Actually Working?
Here's everything to check with full observability.
- Product
- Dify
- Sent from
- dify.ai
- Sent
No dark-mode styles — this email renders the same in a dark client.
Success in Production is Invisible when Nothing Breaks ------------------------------------------------------ Success in production is invisible when nothing breaks. Dify's Monitoring and Logs panels give you full operational visibility. **Monitoring Dashboard - What to Track:** [ **Open Your Monitoring Dashboard**](https://cloud.dify.ai/apps?utm_medium=email&utm_source=brevo&utm_campaign=user_onboarding&utm_content=email_9 "Button title") **In Logs - three things to check weekly:** - **Filter by Failure status →** open each entry to see which node broke and why. - **Sort by Running Time descending →** slow runs usually point to over-retrieval or an oversized prompt. - **Read the ****Input**** column →** real user queries are your best signal for Knowledge Base gaps. **Helpful Resources** - [Logs Documentation](https://docs.dify.ai/en/use-dify/monitor/logs) - [LLMOps Monitoring Overview](https://docs.dify.ai/en/use-dify/monitor/analysis) We’re here to make your experience amazing. If you have any questions or feedback, feel free to reply to this email, we’d love to hear from you! LangGenius, Inc. 101 Jefferson Drive, Menlo Park, CA 94025 [GitHub](https://github.com/langgenius/dify) | [LinkedIn](https://www.linkedin.com/company/langgenius/posts/?feedView=all) | [X](https://x.com/dify_ai) | [Discord](https://discord.com/invite/FngNHpbcY7) | [Docs](https://docs.dify.ai/en/use-dify/getting-started/introduction) You’re receiving this email because you signed up for Dify Cloud | [Unsubscribe](https://gdgfbbb.r.af.d.sendibt2.com/tr/un/v2/dJkaD85UonRATNSFTTDphXjHBxyc4RnHhhHMpufr9rRqsgVZtGvPl2DM4UnmXt-J5cxQbMnSG8JU2YDHqd3ObJapTwb2EntApa-XHKxWXLftMOGTbEDchlsqfiAkYCHB0WjlWL8wrfQRBuvqJOm4WPT1PbopBnhjg2pA9ZAIZRT8Tm98AoojtHLK-NxA3w4s7kKOOosB2D4_c0YrJ6BzyTgL6cgDTicIWcI1BYXxBSbrA47q4qsR9fUhSgrYfS5p2u4ip0vOQv1QeyUQBO-O2dp1WXh7r30gHs6jfHa9TDwGiv-FziBUU6mjnb9oaI9u3t_fELKvDrLU__eDg9DFE2zsO4_8sk1A)
- Accession
- nse/dify/2026-11-04/6165
- From
- Anne from Dify · welcome@dify.ai
- Sent
- 4 November 2026 · 21:00 UTC









