​📊 Learn how to calculate running totals, ranks, and moving averages without cumbersome joins and loops! Dive in for a detailed look at #SQL window functions in #InterSystemsIRIS and see how they provide more accurate and faster #analytics 👇

https://community.intersystems.com/post/understanding-sql-window-functions-part-1

Improve your SQL analysis skills!

​📡 Discover how #InterSystemsIRIS interoperability powers real-time data architectures using CDC - enabling seamless streaming from #SQL and CSV sources into columnar #databases and Kafka for high-performance analytics 👇

https://community.intersystems.com/post/data-streaming-intersystems-iris-interoperability

Learn how to build scalable, continuous, and robust #interoperability data flows!

​🐍 Take your #Interoperability on Python (IoP) skills to the next level! This article walks through building a fully #Python-powered Reddit ingestion pipelinу: from data polling and filtering to enrichment and delivery 👇

https://community.intersystems.com/post/introduction-interoperability-python-iop-part2

Dive in to learn how to create advanced #InterSystemsIRIS interoperability flows using pure Python!

​🚀 Discover how to extend and customize #InterSystemsIRIS message routers to unlock more flexible and powerful #interoperability workflows 👇

https://community.intersystems.com/post/customizing-message-routers

Enhance your IRIS integration skills by diving into the full article !#InterSystemsIRISforHealth

​At #Ready2025, we showcased the technical breakthroughs that power next-generation search. This session takes you inside the #InterSystemsIRIS innovations enabling advanced #vectorsearch and #RAG capabilities.

Watch this #video to explore:
✅ The core architectural advances behind high-performance vector and hybrid search.
✅ How these innovations support more accurate, context-aware AI applications.

https://community.intersystems.com/post/video-inside-vector-search-technical-innovations-intersystems-iris

Curious how it all comes together? Dive in and subscribe for deeper insights into the technology shaping the future of intelligent search.

​🎄 As the festive season goes on, we’re sending our warmest wishes! May your holidays be full of 🤩 joy, 🫂 happy times with family and friends, and inspiration for all the exciting projects ahead!

Here’s to more coding, learning, and connecting in the year ahead. Wishing you a joyful holiday season and a super innovative 2026! 🥳🎄✨

​🧩 Want to connect #InterSystemsIRIS with #MongoDB? Here’s a real-world example using #Embedded Python and an outbound adapter with pymongo for seamless #interoperability 👇

https://community.intersystems.com/post/mongodb-interoperability-including-outbound-adapter

Unlock new integration paths with Python-powered interoperability!

​At #Ready2025, we explored a forward-looking vision for how trusted health data can accelerate transformation across healthcare organizations.

Watch this #video to learn:
✅ How HealthShare is evolving to strengthen data trust and quality.
✅ The roadmap for enabling faster, more confident AI adoption.

https://community.intersystems.com/post/video-healthshare-vision-roadmap-fueling-faster-ai-adoption-through-trusted-health-data

Stay ahead of what’s next, watch the session and subscribe for ongoing insights.

​🗂️ Check out this article to learn the best ways to work with #JSON in SQL. For your convenience, #InterSystemsIRIS has built-in functions like JSON_OBJECT, JSON_ARRAY, and JSON_TABLE to make it easy 👇

https://community.intersystems.com/post/json-support-iris-sql

See how to level up your #SQL with native JSON handling!

​🔄 Moving beyond REST? Learn how to build and deploy a flexible #GraphQL server using #Python, #Flask, and #SQLAlchemy, all on top of #InterSystemsIRIS 👇

https://community.intersystems.com/post/rest-graphql-building-and-deploying-your-graphql-server-intersystems-iris

Modernize your #API strategy with GraphQL today!

​At #Ready2025, we highlighted how the #InterSystemsIRIS FHIR Server is redefining what developers, healthcare organizations, and data scientists can achieve with interoperable, standards-based data.

Watch this #video to explore:
✅ How #FHIR-driven architectures streamline development and data exchange.
✅ New opportunities unlocked through more accessible, scalable health data.

https://community.intersystems.com/post/video-developing-fhir-2025-ready-2025

Get the most out of your health-related data!

​☁️ Moving to the cloud with #Azure #SQL? Here’s an example of how you can configure #JDBC connections in #InterSystemsIRIS using Microsoft Entra & AD Password Auth 👇

https://community.intersystems.com/post/connecting-jdbc-ms-azure-sql-through-microsoft-entra-and-active-directory-password

Get the most out of the #cloud!

​🛠️ Check out a new #VSCode extension that visually parses and highlights ISCLOG entries of #InterSystemsIRIS, making debugging way easier 👇

https://community.intersystems.com/post/vscode-extension-visual-parsing-isclogs

Debug smarter, not harder!

​At #Ready2025, we examined the future of #healthcare data exchange and the strategic direction guiding #interoperability advancements in #InterSystemsIRIS.

Watch this #video to uncover:
✅ How InterSystems interoperability strategy is shaping more seamless, scalable data exchange.
✅ The vision driving new capabilities for providers, payers, and partners.

https://community.intersystems.com/post/video-advancing-healthcare-interoperability-strategy-and-vision

Stay informed about what’s next!

​📦 Learn how to assign the right Quality of Service (QoS) to your #InterSystemsIRIS pods in #Kubernetes and guarantee uptime when resources run tight 👇

https://community.intersystems.com/post/run-your-intersystems-solution-your-kubernetes-environment-guaranteed-quality-service

Deploy smarter with high-priority pod strategies!

​At #Ready2025, we spotlighted real-world progress in #healthcare digitalization, including how Olomouc University Hospital is advancing interoperability across the Czech Republic.

Watch this #video to explore:
✅ How the organization is successfully implementing IHE-based affinity domains.
✅ The digital #transformation strategies driving measurable improvements in care delivery.

https://community.intersystems.com/post/video-leading-healthcare-digitalization-success-story-hospital-olomouc

See how a leading hospital is shaping the future of connected healthcare.

​🧑‍💻 Using a #REST service in #InterSystemsIRIS Production? Here’s what happens when you need to search raw #JSON and the default setup won’t cut it 👇

https://community.intersystems.com/post/rest-service-iris-production-when-you-crave-more-control-over-raw-data

Real case, real solution!

​At #Ready2025, we explored how innovative approaches to #FHIR data management are enabling more accurate insights and more intelligent clinical decision-making.

Watch this #video to discover:
✅ How patient matching and clinical enrichment strengthen data quality.
✅ How #AI-powered decision support elevates both efficiency and clinical outcomes.

https://community.intersystems.com/post/video-innovations-fhir-data-management

See how advanced FHIR strategies are shaping the next generation of healthcare intelligence.

​📘 Learn how to generate #OpenAPI specs using #REST to make your #InterSystemsIRIS APIs clear, testable, and developer-friendly 👇

https://community.intersystems.com/post/generation-openapi-specifications

Standardize and automate your API documentation today!

​🤖 Build, train, and run ML models using just #SQL! #InterSystemsIRIS makes it possible with #IntegratedML. See how to configure it and apply it to real-world use cases like solar energy prediction 👇

https://community.intersystems.com/post/integratedml-configuration-and-application-intersystems-iris

Bring #MachineLearning closer to your data!

​📺 How do #research organizations plan for the future without trying to predict it precisely?

This #video explores the concept of inevitable futures - a way to ground long-term research decisions in real-world trends rather than forecasts. Through examples from #healthcare and demographic change, it also introduces a structured #framework for balancing short-term problem solving, long-term exploration, disruptive #innovation, and sustained improvement across multiple domains 👇

https://community.intersystems.com/post/video-how-big-research-bets-are-made-without-crystal-ball

Watch the video and share your thoughts!