Hello everyone,

The Certification Team of InterSystems Learning Services is excited to announce the release of our new InterSystems IRIS SQL Professional exam. It is now available for purchase and scheduling in the InterSystems exam catalog. This exam is geared towards IRIS SQL experts, and it deals with a variety of advanced IRIS SQL topics that you can find in the exam page.

Hi Guys,

I've the below code to build JSON and send it via httpRequest called from business Operation.

But I'm getting this error, which I'm guessing that the formulated JSON doesn't have the correct format, so I was looking to convert the JSONStream to JSON string and try to validate it so see where the JSON is broken, problem is that I'm expecting that there will thousands of records in this JSON so it will hard to go through it, so is there a way to track for error or why this JSON is failing to send    

Thanks

This article introduces SHAP explainability methods as an approach to understand the reasons behind predictions in machine learning black-box models. It also includes a simple Jupyter notebook that you can use and modify to gain hands-on experience with these concepts:

https://www.kaggle.com/code/jorgeivnjh/explainability-in-ml-models

https://github.com/JorgeIvanJH/Explainability-in-ML-models

We will leverage these concepts for a future implementation in our Continuous Training Pipeline: https://community.intersystems.com/post/complementing-iris-mlflow-continuous-training-ct-pipeline

Okay… first things first - sorry it took me so long to write this up. There was just too much happening, too many conversations, too many photos, too much travel and honestly… too much excitement to sit down and write right away.

READY 2026 started the way it always does, with that unique mix of anticipation and energy in the room. Look at these excited faces! 

@Gabriel Ing, @Mariam Makhmutova, @Olga Zavrazhnova, @Dean Andrews, @Anastasia Dyubaylo, @Iryna Mykhailova 

(Let's be honest, this was the end, and everyone was happy that we survived 😁)

When managing critical healthcare data through an integration engine you want to know the moment a queue starts backing up or a service drops. 

Unfortunately, this usually leads to an email inbox stuffed full of notifications that can sometimes seem impossible to maintain.

Well, I’ve not solved that problem. 

But I have created something that could help...

Hey Community,

Round 1 of the Community Bounty Program "Idea to Application" is officially open. Three ideas from the Ideas Portal are ready to be implemented — pick one or more, build it, publish it on Open Exchange, and earn Global Masters points. 

🏅Every qualifying submission earns a Credly badge, Global Masters badge, and 10k+ points. Implement all ideas this round and unlock Tier 2 rewards.

Hi Guys,

I've the following code:

and I would like to convert the resulting json from JSONStream to JSON string?
thanks  

As an experiment in agentic coding in ObjectScript I'm using VS Code to try and create an implementation of an SFTP server.

SFTP is built on top of SSH, so the first phase involves implementing an SSH server. While working on the KEX part of that the agent (using GPT-5.3-Codex) reported:

1. IRIS has what we already need for signing and hashing: RSASHASign, RSASHAVerify, RSAGetLastError, SHAHash, SHA1Hash, SHA3Hash.
2. It does not list a Diffie-Hellman key exchange or modular exponentiation API in %SYSTEM.Encryption.

It then offered these options:

1. Keep using IRIS APIs for cert/key/sign/hash.

Below is an update to the IRIS release calendar for 2026 and an early look at the planned changes for 2027. The key takeaway for 2026 is that maintenance release numbering will differ slightly from prior years.

2026: IRIS 2026.1 maintenance release numbering

• July 2026: first maintenance release for IRIS 2026.1 (planned version: 2026.1.4)
• October 2026: next maintenance release (planned version: 2026.1.5)
• February 2027: following maintenance release (planned version: 2026.1.6)

This numbering change prepares us for the expanded maintenance cadence planned for 2027.

Hey Community!

We know not everyone could join our live stream from the READY 2026, so we’re happy to share that you can now watch our session online.

👉 Streamlining Development Workflow with InterSystems Developer Community and Ecosystem

I am working on setting up OAUTH with FHIR and Microsoft Entra.  I have configured the Client and configured it in the FHIR Server successfully. However, I get 401 when authenticating with a token.   Looking at ^ISCLOG I see:
^ISCLOG("Data",9,0)="accessToken=<jwt token>, scope=, aud="
^ISCLOG("Data",10)=$lb(3,"OAuth2","[OAuth2.ServerDefinition:ValidateJWT]","171430","%SYS","2026-04-28 17:41:25.305549397","OAuth2.ServerDefinition.1","","zwKKakZZZx2")
^ISCLOG("Data",10,0)="JWT valid? sc=1"
^ISCLOG("Data",11)=$lb(3,"HSFHIRServer","[HS.FHIRServer.

In v2026.2 (currently available as a Developer Preview), we are adding a feature that can help in a FHIR Endpoint SMART/OAuth authorization - more out-of-the-box flexibility in audience value validation.

We have a large, existing production taking a feed from a single up-stream system and sending to a wide-variety of downstream systems. One of the downstream systems has been decommissioned, and we have deleted the classes that implemented the routing/transformations from the namespace, and deleted the components from the production (Wardview and WV Out in the diagram below). We now want to delete the messages associated with those components without deleting the messages associated with any other components.

Hi, Community!

Are you gathering data for clinical research? See how InterSystems OMOP can help streamline your data preparation:

Using InterSystems OMOP to Transform FHIR Data

• HealthShare Unified Care Record Overview – Virtual  May 19-20, 2026
  • Overview of HealthShare Unified Care Record® architecture, data flows, consent, and notifications
  • This 2-day course provides an overview of HealthShare Unified Care Record®. It focuses on architecture, data flows, consent, alerts, user management and terminology.
  • This non-technical course provides an introduction to the product for those who do not need the detail provided in the 5-day HealthShare Unified Care Record Fundamentals class.

Hi everyone,

I’ve been diving into the new IRIS 2026.1 features this week, specifically trying out the opt-in modernized Interoperability UI and the new DTL Explainer, but I’ve recently hit a persistent technical snag where the Management Portal becomes incredibly sluggish and my Terminal sessions start to experience significant input latency.

I am currently using a community setup to handle some automated local logging and script-based data scrubbing for my production archives in the background while I work.

InterSystems has released IAM 3.10.0.9, which is a maintenance release of IAM 3.10 that includes significant fixes, including fixes for security vulnerabilities.

For those of you running older versions of IAM, we encourage you to start planning your upgrade. Customers upgrading from versions of IAM earlier than 3.10 must get a new IRIS license key to use IAM 3.10.  

IAM is an API gateway between your InterSystems IRIS servers and applications, providing tools to effectively monitor, control, and govern HTTP-based traffic at scale.

. . . you are not alone. 

Help is available.

This took me a while to figure out, and I assume there may be others struggling too. I made my way through all the Entra stuff to set up a client credentials workflow to send email through a Microsoft 365 account. I was able to successfully retrieve my token, but I couldn't ever get it to authenticate with the SMTP server using the %Net.SMTP class. There were two parts to fixing this.

First, the authenticator's access token needs to be more than JUST the access token. It has to be formatted as:

set smtp.authenticator.AccessToken = "user="_emailaddress_$C(1)_"auth=Bearer "_token_$C(1,1)

We are very excited to launch a new AI powered CCR feature which should help our users save time and prevent calls to Support.  Today we are introducing the new CCR Transport Log Analyst (or CTLA) AI-Generated summary.  The goal of CTLA is to provide an analysis of errors that have occurred in the Transport Log for a specific CCR, and advise the user as to what steps could be taken to correct the situation, as well as what might have been done to prevent it in the first place. When there is an issue with integrating or deploying a CCR, all of the details are captured in the Transport Log.