Hi Liubov, I hope you're doing well. I have a question regarding a reward redemption that I haven’t received yet. Could you please let me know the best way to contact the rewards team or send you the details privately? Thank you!

I’m interested in preparing for the InterSystems IRIS SQL Specialist certification. I’d especially like to see more real-world SQL examples, query optimization tips, and practice scenarios using IRIS and Health Connect environments.

 The HL7 Validation Data Profiler is implemented in Python. It uses a lightweight application architecture combined with Streamlit to transform HL7 validation logs into structured, actionable insights. The solution enables batch ingestion and parsing of validation logs, aggregation of errors by segment, field, and type, interactive dashboard exploration, root cause analysis, natural language querying, and automated PDF reporting to support faster data quality investigations and onboarding processes.

 Great to see new certification paths focused on EHR application specialists. Looking forward to exploring the CCR exam content and strengthening expertise in healthcare interoperability and configuration management across environments.

 Excited for this webinar. AI Agents combined with FHIR opens interesting opportunities for healthcare interoperability and smarter data workflows. Looking forward to learning more about agent architecture, terminology tools, and practical implementation approaches with InterSystems technologies.

 This is a great initiative from the InterSystems community. The combination of technical demos, learning opportunities, and community participation makes the showcase very engaging. Looking forward to watching the upcoming demos and learning more about innovative IRIS solutions.

 Excellent presentation and a very modern approach to Business Intelligence dashboards. The DeepSeeWeb improvements look very promising, especially the enhanced user experience and visualization capabilities. Thanks for sharing these updates with the community.

 Congratulations to all the winners and participants! There are many impressive and innovative articles here, especially around InterSystems IRIS, AI, and interoperability. Great work from the entire community and thanks for sharing such valuable technical knowledge.

 You may need to explicitly send the quit command to the session. In shell scripts, using echo "q" | cache -U %SYS "Monitor^MIRROR" can work better because it passes the input directly to the process instead of waiting for interactive input.

 Yes, IRIS Agents support prompt versioning and management, which helps maintain consistency and track changes across AI workflows and agent orchestration.

 Very interesting presentation and improvements to the BI dashboard experience. I really like the modernized interface and the focus on usability and analytics visualization. Looking forward to seeing more DeepSeeWeb enhancements in future releases.

 Great project and very creative implementation. I really like the combination of hardware monitoring with InterSystems IRIS integration. The real-time alerting concept is especially interesting for production environments and system monitoring. Looking forward to seeing future updates and the GitHub repository.