In last post I talked about iris-copilot, an apparent vision that in near future any human language is a programming language for any machines, systems or products. Its agent runners were actually using such so-called 3rd generation of agents. I want to keep/share a detailed note on what it is, for my own convenience as well. It was mentioned a lot times in recent conversations that I was in, so probably worth a note.
Hey Community!
We're happy to share the next video in the "Code to Care" series on our InterSystems Developers YouTube:
⏯ MCP Explained: Bridging the Gap between AI Agents and Tools
Since our previous announcement, we have introduced several incremental improvements to the client‑side editing experience in VS Code. These updates focus on preserving developer‑authored formatting when synchronizing with the server.
What Changed
Client‑side *.cls files previously lost certain formatting details during compilation, including keyword casing (e.g., classmethod → ClassMethod), normalization of blank lines between class members, and removal of line breaks within parameter lists.
#North American Demo Showcase entry.
>> Answer the question below to be entered in the raffle!
⏯️ AI-Assisted Rare and Complex Disease Detection
This demo shows how InterSystems Health Gateway can be used to pull in outside patient records from networks like Carequality, CommonWell, and eHealth Exchange, creating a more complete longitudinal view in a clinical viewer. That full record is then analyzed by AI to surface potential rare disease considerations with clear reasoning, helping clinicians see patterns they might otherwise miss.
Presenters:
🗣 @Jesse Reffsin, Senior Sales Engineer at InterSystems
🗣 @Georgia Gans, Sales Engineer at InterSystems
🗣 @Annie Tong, Sales Engineer at InterSystems
In this series of articles, I'd like to present and discuss several possible approaches toward software development with InterSystems technologies and GitLab. I will cover such topics as:
- Git 101
- Git flow (development process)
- GitLab installation
- GitLab Workflow
- Continuous Delivery
- GitLab installation and configuration
- GitLab CI/CD
In the first article, we covered Git basics, why a high-level understanding of Git concepts is important for modern software development, and how Git can be used to develop software.
I am connecting to an intersystems cache database via C# and I need to obtain a list of all available namespaces.
I am using code like this:
// Source - https://stackoverflow.com/q/79393836
// Posted by Tony Valenti, modified by community. See post 'Timeline' for change history
// Retrieved 2026-04-21, License - CC BY-SA 4.0
namespace ConsoleApp13
{
internal class Program
{
static void Main(string[] args)
{
var CS = "Server=XXXXX;User=system;Password=sys;";
var C = new InterSystems.Data.CacheClient.The George James Software team is looking forward to going to National Harbor for READY 2026!
As part of the conference, we'll be hosting our Deltanji Source Control User Group:
Date: Wednesday, April 29th
Time: 8 - 9am (breakfast will be provided)
Location: Azalea 1
RSVP by emailing laurelj@georgejames.com.
We'll be showing what will be included in the next release of Deltanji, version 8.2, as well as providing an opportunity for questions and discussion. We welcome both current and prospective users to join us.
Hi Community,
Can't make it to the National Harbor in person? You can still be part of READY 2026 — two streams will be going live during the event.

The Management Portal doesn't have a native way to switch to Dark Mode. This can be resolved using a Chrome extension called Dark Reader. See the result:
To install and use the Dark Reader:
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.
1-) Introduction
This article reflects my recent experiences at trying to connect an IRIS Business Operation to a secure Kafka Server, using SSL tunnels to encrypt the communications and using SASL (Simple Authentication and Security Layer) password hashing with SCRAM-SHA-512.
Hi Community,
We're happy to announce that registration for the event of the year — InterSystems Ready 2026 — is now open. This is the premier global summit for the InterSystems technology community – a gathering of industry leaders and developers at the forefront of their respective industries. This event attracts a wide range of attendees, from C-level executives, top subject matter experts and visionary leaders, managers, directors and developers. Attendees gather to network with peers, connect with InterSystems partners, learn best practices and get a firsthand look at upcoming features and future innovations from InterSystems.
➡️ InterSystems Ready 2026
🗓 Dates: April 27 - 30, 2026
📍 Location: Gaylord National Resort & Convention Center, National Harbor, Maryland, USA
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Most IRIS developers use $LISTBUILD every day — often without even noticing it.
It is not just a convenient function for building lists. It is also the default internal format used to store row data, global values, and many intermediate structures inside the database engine.
Despite this, the actual binary representation of $LISTBUILD values is rarely discussed. Most developers rely on its behavior, but never look at how the data is really stored.
This article focuses strictly on the binary layout of $LISTBUILD values, based on direct inspection via zzdump.
This is the second part of an article pair where I walk you through:
- Part I - Intro and Quick Tour (the previous article)
- What is it?
- Spinning up an InterSystems IRIS Cloud Document deployment
- Taking a quick tour of the service via the service UI
- Part II - Sample (Dockerized) Java App (this article)
- Grabbing the connection details and TLS certificate
- Reviewing a simple Java sample that creates a collection, inserts documents, and queries them
- Setting up and running the Java (Dockerized) end‑to‑end sample
As mentioned the goal is to give you a smooth “first run” experience.

I need a %SYS.Python object that will be accessible from different processes. The goal is to avoid reinitializing the Python object whenever it is called. Ways that I checked and decided that it is NOT what I want:
- %-variables (process variables). Reusing only in the same process
- Save-and-restore via globals. Restoring means heavy initialization, which I want to avoid
Next, my ideas (none of them look like a silver bullet):
- Using Interoperability Production.
Hello, community.
I've been working with Intersystem Caché for two years, and right away I was excited about the rich ecosystem that Caché provides. However, I was disappointed with calls using #call, and I understand that it was a limitation of the time. Well, the frustration is that #call returns null by default, meaning an AJAX request is executed, but there's no hook to retrieve the return from that request. The only way to retrieve the data from that request is by building a callback on the server side using &js<>.
Hi Community!
We have another great initiative for you to sink your teeth into! Following last year's resounding success, we're hosting a new edition of the Demo Games. But with a twist: our North American Sales Engineers have submitted their best demo videos, but this time, you're the ones to take part and win a prize.
Please welcome the North American Demo Showcase! 🎉

Hi Guys,
I've this Business operation pointing to my DSN as below
where its calling the this method, but for some reason its not recognizing
What is a Microservice?
A microservice is an architectural style that structures an application as a collection of small, autonomous services. Each component is developed around a specific business capability, can be deployed independently, and is typically managed by a miniature, specialized, self-governing team. (Source: https://microservices.io/)
During my work with customers and also following I often met the
explicit or embedded question: What is this "GLOBALS" ?
I'll try to explain the history to unfold the context.
Has anyone done this successfully? Customer wants to receive HL7 data over https using OAUTH 2.0 client credentials. I am assuming a custom Operation will be needed? I tried using CoPilot for assistance but was unsuccessful. I am not great with Object script :(
Hi Team,
We are currently running InterSystems Caché 2018 on an IBM AIX server and would like to configure the Cache instance to start automatically when the server boots or is rebooted.
Could you please provide the recommended steps or any official scripts/guidelines to enable auto-start for the Cache instance (QA2018) on AIX?
Additionally, if there are any best practices or prerequisites (such as filesystem mount options, service dependencies, or startup order) that we should consider, please share those as well.
Thanks,
Ganesh
Hey Developers,
Watch this video to learn about the analytics approach to InterSystems IRIS encryption and how it interacts with in-storage data compression and deduplication compared to storage-level encryption:
Hi Community,
Are you looking for resources to help your team onboard? Use these guides to get started!

Updated 04/17/26
Hi Community,
Need to find the most relevant onboarding for your HealthShare Unified Care Record® team? Maximize your team's knowledge and success by diving into this curated list of offerings from InterSystems Learning Services—which includes online and in-person training for a variety of roles in your organization.

Updated 04/17/26
Hi Community,
Looking for a way to onboard your team with InterSystems IRIS® for Health? Unlock the full potential of this platform by using these InterSystems learning resources. With a mix of online and in-person training, you can support various roles in your organization and equip your team for success.

Updated 04/16/26
Hi Community,
You can unlock the full potential of InterSystems IRIS—and help your team onboard—with the full range of InterSystems learning resources offered online and in person, for every role in your organization. Developers, system administrators, data analysts, and integrators can quickly get up to speed.


I'm a huge sci-fi fan, but while I'm fully onboard the Star Wars train (apologies to my fellow Trekkies!), but I've always appreciated the classic episodes of Star Trek from my childhood. The diverse crew of the USS Enterprise, each masterminding their unique roles, is a perfect metaphor for understanding AI agents and their power in projects like Facilis. So, let's embark on an intergalactic mission, leveraging AI as our ship's crew and boldly go where no man has gone before
Customer support questions span structured data (orders, products 🗃️), unstructured knowledge (docs/FAQs 📚), and live systems (shipping updates 🚚). In this post we’ll ship a compact AI agent that handles all three—using:
- 🧠 Python + smolagents to orchestrate the agent’s “brain”
- 🧰 InterSystems IRIS for SQL, Vector Search (RAG), and Interoperability (a mock shipping status API)
⚡ TL;DR (snack-sized)
- Build a working AI Customer Support Agent with Python + smolagents orchestrating tools on InterSystems IRIS (SQL, Vector Search/RAG, Interoperability for a mock shipping API).
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.

