New
Article Anastasia Dyubaylo · Apr 13 3m read

Celebrating a Seasoned Craftsman of the Developer Community

Every great community is enriched by those who work tirelessly behind the scenes, crafting the knowledge and resources that help others grow. In the InterSystems Developer Community, one such person is @Derek Robinson — a dedicated educator, whose passion for teaching has helped shape how developers everywhere learn to work with InterSystems technologies.

👏 Let's take a closer look at Derek's journey in the InterSystems ecosystem.

#Developer Community Official
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InterSystems Developer Community is a community of 26,602 amazing developers
We're a place where InterSystems IRIS programmers learn and share, stay up-to-date, grow together and have fun!
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Question Sergey Pavlov · Aug 25, 2017

Is there a way to omit or skip rollback of some data changes during a transaction rollback?

Is there a way to omit or skip rollback of some data changes during a transaction rollback? Maybe some sort of "autonomous transaction"?

The issue is with error logging in transaction. For example we may have in nested calls the following structure:
TS
<some code>
<error happens>
TRO 1
<error log to database>
but if this code is in another transaction, and that rolls back we lose error data.

Is there a way to do something like
TS
<some code>
<error happens>
TRO 1

<autonomous transaction start\flag>
<error log to database>

so error log will be stored anyway?

#Caché #Globals
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Contestant
Article Rodolfo Pscheidt Jr · 2 hr ago 5m read

An introduction to Adaptive Analytics

Introduction
InterSystems IRIS Adaptive Analytics is an optional extension that provides a business-oriented, virtual data model layer between InterSystems IRIS and popular Business Intelligence (BI) and Artificial Intelligence (AI) client tools. Adaptive Analytics is powered by AtScale, the AtScale documentation can be found at this link: https://documentation.intersystems.atscale.com

This article will showcase some AtScale features that can facilitate data analysis:

  1. Cube creation
  2. Excel visualization
  3. Parallel Period
  4. Queries
  5. Snowflake
  6. Security
  7. Aggregates

1.

#InterSystems IRIS #InterSystems IRIS for Health #Adaptive Analytics #Analytics
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New
Announcement Ben Spead · 6 hr ago

CCR User Group Meeting at READY!

READY is right around the corner, and this year the Application Services team from InterSystems will be hosting a CCR Users GroupMeeting during the conference!This will be held Wednesday, April 29th during breakfast from 7:30 – 8:30 (breakfast will be served at the meeting room starting at 7:00am).

#HealthShare #TrakCare #CCR
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InterSystems Official Daniel Palevski · 7 hr ago

Maintenance Releases 2025.1.4 and 2024.1.6 of InterSystems IRIS, IRIS for Health, & HealthShare HealthConnect are now available

The 2025.1.4 and 2024.1.6 maintenance releases of InterSystems IRIS® data platform, InterSystems IRIS® for HealthTM, and HealthShare® Health Connect are now Generally Available (GA). These releases include the fixes for a number of recently issued alerts and advisories, including the following: 

#InterSystems IRIS #InterSystems IRIS for Health #Documentation #Health Connect #InterSystems Official #Interoperability #Journaling #Release #SQL
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New
Question Mark Charlton · Apr 13

Claude Code vs ISFS. Has anyone cracked how to get one to see the other?

I'm starting to play more with AI enabled coding. 
I've been using Github Copilot inside Visual studio code, which is very good at coming up with autocomplete suggestions that are accurate and useful. (Along with some utter rubbish, naturally).
For web development I'm starting to use Claude Code in VS Code to help create web sites and integrations. I want to see how it can help with IRIS development. 

However I can't get claude to read any iris code directly as I'm connected to my server via isfs server connections.

#InterSystems IRIS #Artificial Intelligence (AI) #Development Environment #Generative AI (GenAI)
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InterSystems Official Daniel Palevski · 8 hr ago

April 15, 2026 – Alert: Removal of InterSystems IRIS for Health and Health Connect 2024.1.4 and 2024.1.5 Due to Health Interoperability Issues

Summary

Alert ID

Product & Versions Affected

Risk Category & Score

Explicit Requirements

IF-9262

InterSystems IRIS® for Health

InterSystems Health Connect™

versions 
2024.1.4, 2024.1.5

System Stability Concern: 5 (High)

FHIR and Health interoperability issues may cause upgrade failures and unexpected or adverse product behavior. 

Issue

  • The impacted versions of InterSystems IRIS for Health and Health Connect are being removed from WRC distribution sites due to issues identified in several FHIR and healthcare interoperability features.
#InterSystems IRIS for Health #Health Connect #InterSystems Official #Interoperability #Mirroring #Release
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Article Joan-Baptista Fabregas · Dec 8, 2025 4m read

Scripting with .Net core 10 and Iris SDK

One of the newest features of .Net core 10 with C# 14 is the file-based apps. This feature allows you to execute C# code in a simple .cs file without the need to create a solution, a project, or any of the related structure.

For example you can create a script.cs file using the notepad with the content: 

Console.WriteLine(“This is a script in c#.”);

Then in the command line or the terminal you execute the command:

dotnet run script.cs

There is plenty of information about this new feature of .net 10.

#InterSystems IRIS #.NET #Code Snippet
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New
Announcement Lynn Wu · Apr 14

[Demo Video] HL7 Validation Error Profiler: Rapid Insights into Batch HL7 Data Quality Issues

#North American Demo Showcase entry

⏯️ HL7 Validation Error Profiler: Rapid Insights into Batch HL7 Data Quality Issues

This demo highlights how HL7 validation logs can be transformed into scalable, actionable data quality insights using a lightweight application built on top of Health Connect.

  • Batch ingestion and parsing of HL7 validation error logs into structured data
  • Aggregation of errors by segment, field, and type to reveal systemic issues
  • Interactive dashboard (Streamlit) for filtering, exploration, and root cause analysis
  • Rapid identification of top error patterns across entire data feeds
  • Natural language chatbot for intent-driven data investigation and querying
  • PDF report generation for sharing clear, evidence-based feedback during data source onboarding 

Special thanks to @Henry Wojnicki for his contributions to designing and refining the application workflow.

🗣 Presenter: @Lynn Wu, Sales Engineer at InterSystems

#Health Connect #IRIS contest #HL7 #Video
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Contestant
Article Roy Leonov · Apr 14 7m read

Teaching an AI Coding Agent to Work Safely with a Legacy InterSystems Caché Application

We didn't start with a big AI strategy.

We had a legacy InterSystems Caché 2018 application, a lot of old business logic, and a practical need: build a new UI and improve code that had been running for years. At first, I thought an AI coding agent would help only with a small part of the work. Maybe some boilerplate, some REST work around the system, and a bit of help reading old ObjectScript.

In practice, it became much more than that.

#Caché #Documentation #Other #API #AWS #Artificial Intelligence (AI) #Cloud #Development Environment #ObjectScript #Terminal
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New
Announcement Celeste Canzano · Apr 14

InterSystems EMPI Technical Specialist Exam is now LIVE!

Hello community,

The Certification Team of InterSystems Learning Services is excited to announce the release of our new InterSystems EMPI Technical Specialist exam. This release is a fully refreshed and updated version of our previous HealthShare Patient Index Technical Specialist exam.

It is now available for purchase and scheduling in InterSystems exam catalog. Potential candidates can review the exam topics and the practice questions to help orient them to exam question approaches and content.

#HealthShare #Certification
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Contestant
Article Andre Larsen Barbosa · Apr 14 4m read

Supply Chain - Supply Chain Orchestrator (SCO)

Before finding the best solution for Supply Chain, we need to understand what Supply Chain is. Well, regardless of the language used, the term is known by the name already mentioned. For your information, the translation in Brazilian Portuguese is "Cadeia de Suprimentos" (Supply Chain), sometimes also called "Cadeia Logística" (Logistics Chain), but we will not dwell on the nomenclature, but rather on the meaning.

#Supply Chain Orchestrator #InterSystems IRIS #Other #Data Model #Performance #Tools
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New
Article Kate Lau · Apr 14 3m read

How I usually learn InterSystems IRIS (resources + notes)

Hi, every one. Again, it's me!!😀😀

Recently I was trying to organize some learning materials for InterSystems IRIS😆, and realized that the resources are actually quite scattered.🤐

So I put together a list here—grouped by categories—for anyone who:

  • is new to InterSystems
  • or wants to go deeper into specific areas

Also adding some of my own experience on what worked (and what didn’t, may be only not work for me🤫🤐).

1. For starters

If you don’t know where to begin, start here:

#Resource Library #InterSystems IRIS #InterSystems IRIS for Health #Learning Portal #Open Exchange #Beginner #Tips & Tricks
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Article Vachan C Rannore · Aug 18, 2025 3m read

Practical ObjectScript Coding: From JSON to Globals to SQL

While starting with Intersystems IRIS or Cache, developers often encounter three core concepts: Dynamic Objects, Globals & Relational Table. Each has its role in building scalable and maintainable solutions. In this article, we'll walk through practical code examples, highlight best practices, and show how these concepts tie together. 

1. Working with Dynamic Objects:

Dynamic objects (%DynamicObject and %DynamicArray) allow developers to manipulate JSON-like structures directly in Objectscript. They are especially useful for modern applications that need to parse, transform or generate JSON.

#Caché #HealthShare #InterSystems IRIS #InterSystems IRIS for Health #TrakCare #Globals #JSON #ObjectScript #Relational Tables #SQL
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New
Announcement John Murray · Apr 14

Introducing gj :: servAI - a VS Code extension to help you use MCP servers targeting IRIS

Over the past year there have been a few DC articles offering MCP servers designed to connect to IRIS and help the AI features of VS Code and its cousins do a better job. For example:

#InterSystems IRIS #Artificial Intelligence (AI) #Development Environment #Generative AI (GenAI) #George James Software #Large Language Model (LLM) #VSCode
Open Exchange
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Article Hiroshi Sato · Aug 28, 2025 1m read

Prevent specific table data from being rolled back

InterSystems FAQ rubric

There is data, such as execution log data, that you do not want to return to its previous state even if a rollback occurs during a transaction. The above requirement can be met by placing that data in the IRISTEMP database, which will not be rolled back.

Temporary Globals and the IRISTEMP Database

By mapping the table entities you do not want to roll back to this database, you can retain the information after the rollback.

#InterSystems IRIS #InterSystems IRIS for Health #Tips & Tricks
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New
Question Norman W. Freeman · Apr 14

How to use JobServer properly to have a certains amount of IRIS processes available amongs multiple Apache nodes ?

I use cspa24.so Apache module to connect to IRIS. I have notified that idle Apache processes will always result in connections being kept open to the IRIS server, and thus some amount of IRIS processes being kept alive (and dedicated to those apache processes) because of those connections.

Eg: if I have 50 idle Apache processes, I will have 50 IRIS processes being kept alive in IRIS even if there is no client connection being made at that time. 

It's even worse with multiple Apache nodes and a load balancer.

#InterSystems IRIS
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Article James Li · Aug 28, 2025 4m read

How to install Third Party Components for Documents App in Clinical Viewer

Disclaimer: the following tutorial attempts to install qpdf-12.2.0 and libreoffice-25.8.1 for HSCV2025.8

Examples for Installing qpdf

Linux & Ubuntu

# 1. Download qpdf-12.2.0 AppImage programatically, or manually from https://github.com/qpdf/qpdf/releases/tag/v12.2.0
wget -O qpdf-12.2.0.AppImage https://github.com/qpdf/qpdf/releases/download/v12.2.0/qpdf-12.2.0-x86_64.AppImage

# 2. Make the AppImage executable
chmod +x qpdf-12.2.0.AppImage

# 3. Add executable to system PATH as “qpdf”
sudo mv qpdf-12.2.0.AppImage /usr/local/bin/qpdf

# 4. Verify you’re now running version 12.2.
#HealthShare
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InterSystems Official Daniel Palevski · Apr 14

April 14, 2026 – Advisory: InterSystems IRIS for Health and InterSystems Health Connect 2026.1.0 FHIR Interfaces Broken When Using Non-Default Path Prefix

Summary

Advisory ID

Product & Versions Affected

Risk Category & Score

Explicit Requirements

IF-9396

InterSystems IRIS® for Health

InterSystems Health Connect™

versions 
2026.1.0

System Stability Concern: 3

Deployments with non-default path-prefixes will not serve FHIR Server UIs.

Issue

  • Deployments do not serve FHIR Server, bulk FHIR, FHIR SQL, or associated security user interfaces when using a non-default path prefix. For example, when using logical path configurations with Windows IIS, Apache, or other web servers.
#InterSystems IRIS for Health #Health Connect #InterSystems Official #FHIR #Release
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Article Iryna Mykhailova · Oct 19, 2020 3m read

How to Download and Install InterSystems IRIS

Updated 14/04/26

Before you can start building with InterSystems IRIS, you need a working local or server installation. This guide walks through downloading the distribution and installing IRIS on Windows in a straightforward way, focusing on the steps and decisions that matter in a development setup.

I’ll cover where to get the appropriate version, what prerequisites to check before installing, and how to run through the installer on your platform. The goal is to get you to a clean, usable environment with minimal friction, so you can move on to writing code, exploring the data platform, and integrating with your existing tools.

To download a Community version, please read this article: How to get InterSystems IRIS Community Edition. It explains the different ways to obtain InterSystems IRIS Community Edition, highlighting options for local, containerized, and cloud-based setups. It shows how to use Docker to quickly pull and run a ready-to-use IRIS instance. You can also learn how to deploy IRIS in the cloud via marketplaces like AWS to avoid local installation. What's important here, this guide walks through downloading an install kit from the InterSystems Evaluation Service and selecting the right version and platform.

#InterSystems IRIS #Beginner #Tips & Tricks
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Article Sammy Lee · Aug 28, 2025 1m read

Convert Python %SYS.Python List to %Library.DynamicArray in Objectscript

As part of a recent documentation technical project to optimize the search, I needed to use Embedded Python in my ObjectScript code. The main blocker was passing a Python list from a Python class method to a ObjectScript method. Sending the list by reference to the python method, populating it with the Insert() method, and returning the reference to the ObjectScript method resulted in an list with type %SYS.Python, a process that was straightforward but not efficient.
I explored an alternative method: converting a Python list to an ObjectScript list using JSON as the intermediary format.

#InterSystems IRIS #Embedded Python
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New
Question Scott Roth · Apr 13

Code not always updated in Mirror?

This past weekend we ran into something odd. When we failed over our mirror from 2022.1.3 to 2025.1.3 the one of the Business Rules that was on what became the Primary (2025.1.3), had a rule within it that was removed back in January. When the Failover occurred, we had to scramble to backup, disable, and remove the Rule that shouldn't have been there. 

Both the Data and Code live within the same IRIS.dat that is the main MIRROR database for that Namespace. 

If this happened to one Class file, could it happen to others we do not know about?

#InterSystems IRIS for Health #Health Connect #InterSystems IRIS #Mirroring #ObjectScript #System Administration
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Discussion Anastasia Safronova · Mar 30

READY 2026: What are you most excited about?

READY 2026 is almost here, and we’re really curious to hear what everyone is looking forward to this year 🚀

What are you most excited about? It could be a topic you want to explore, a question you’re hoping to get answered or something you’re simply curious about.

Share your thoughts below! We’d love to hear what’s on your mind and see what others are excited about too 💬

Feel free to read through the replies and like the ones you relate to! 😊

#Global Masters #READY 2026
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New
Article Jinyao · Apr 2 2m read

No-Hallucinate MCP: Real-time Routine Context for ObjectScript

Motivation

Why do we need this?

  1. Lack of Compiled Context: AI tools only see source code; they don't know what the final compiled routine looks like.

  2. Macro Hallucination: Because AI doesn't see our #include files or system macros, it often makes them up, wasting time during debugging.

  3. The Documentation Gap: Deep logic optimization often requires understanding internal macros that aren't fully covered in public documentation.

  4. Manual Overhead: Currently, the only way to fix this is to manually use the IRIS VS Code extension to find the "truth" in the routine.

#Caché #InterSystems IRIS #Open Exchange #Artificial Intelligence (AI) #Generative AI (GenAI)
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