Developer Community Recap, October 2025

Automating IAM Configuration from OpenAPI Specs 2.0 with ObjectScript

Why does InterSystems have no out-of-the-box ESB solution? Let’s try to fix it!

IRIS Audio Query - Query Audio with Text using InterSystems IRIS

IRIS Audio Query - Development

The Wait Is Over: Welcome GoLang Support for InterSystems IRIS

GORM Meets InterSystems IRIS: Introducing gorm-iris

Presenting IRIS Tool and Data Manager: Integrating InterSystems IRIS with Python, Pandas, and Streamlit

Visualize your InterSystems server configurations using Structurizr

Presenting the FHIR Data Explorer: AI-Powered Hybrid Semantic Search & Patient History Generation

Bringing It All Together: Go, GORM, and InterSystems IRIS in Action

Managing External Language Connections with "irisconns"

How Windows users can try gj :: configExplorer standalone

Building a FHIR Vector Repository with InterSystems IRIS and Python through the IRIStool module

Enhancing FHIR Data Exploration with Local LLMs: Integrating IRIS and Ollama

Expand ObjectScript's ability to process YAML

Writing a REST api service for exporting the generated patient data in .csv

IRIS install automation using Ansible

Why do I still see old messages after running the purge task?

Working with Stream Objects in InterSystems IRIS

Analyzing IRIS ^PERFMON Runtime Performance Using the Java Native SDK

Writing a REST api service for exporting the generated FHIR bundle in JSON

REST api example for decode a Base64 data

Optimizing SQL LIKE Security, Performance and Best Practices

Sample for Beginners with Streams in IRIS

Free Database Space by SwaggerTools

IKO Plus: Multi-Cluster IrisClusters Propogated with Karmada

XML to HL7, FHIR, and V2 Conversion

Practical use of XECUTE (InterSystems ObjectScript)

What I’ve Learned from Multiple Data Migrations

A Superior Alternative to In-Memory Databases and Key-Value Stores

Tips on handling Large data

[Quick tip] - How to use case insensitive url in REST API Business Service

Connect to SQL server via Windows Auth

IRIS Home Assistant Add-On (HAOS)

EnsLib.SQL.Snapshot not cleaned during purge messages when used in Response Message

Nobody expects the Spanish Inquisidor!!

Reviews on Open Exchange - #57

IKO Plus: Launching Airgapped IrisClusters with Hauler

IKO Plus: Operator Works From Home - IrisCluster Provisioning Across Kubernetes Clusters

[Video] September Developer Meetup Recording - FHIR as an AI Platform

Security & AI Meetup for Developers and Startups

Query InterSystems IRIS databases with the Python DB-API

[Video] Advanced SQL join table cardinality estimates

Maintenance Releases 2025.1.2 and 2024.1.5 of InterSystems IRIS, IRIS for Health, & HealthShare HealthConnect are now available

InterSystems Cloud Services – Version 25.22.1

[Video] Building $ZF Modules in Rust with RZF

AI Meetup for Developers and Startups

[Video] Source Control Interoperability Productions in a Decomposed Format

New interface of the DC AI Chat!

InterSystems Community GitHub

Developer Community AI Is Taking a Break

Videos for InterSystems Developers, September 2025 Recap

Key Questions of the Month: September 2025

Developer Community Search Update This Weekend

InterSystems Developer Ecosystem News, Q3 2025

Meet Henry Hamon Rodrigues Pereira - New Developer Community Moderator!

[Video] The Road to AI in Healthcare

[Video] Before the Lightbulb: Understanding the First Phase of the AI Revolution in Medicine

Technology Bonuses Results for the InterSystems .Net, Java, Python, and JavaScript Contest

Winners of the InterSystems .Net, Java, Python, and JavaScript Contest

October Article Bounty Topics

Halloween on Global Masters - join before November 3

[Video] Ready for Whats Next Panel

[Video] A Day in the Life of a Developer - Data Platforms Roundup

Login Failure for a single person (not user!) in IRIS for Health

Data Transform - If OBX 5 contains text Abnormal Flag populates

MQTT IRIS Broker

%FileSet Throws “Directory Does Not Exist” for Network Path — But DirectoryExists() Returns 1

Web interface for maintaining custom lookup classes (SQL) in HealthShare

BusinessService Failed to create MQTT client

Is there a way to edit and recompile a deployed class?

How can I implement an efficient multi-shard SQL query in an InterSystems IRIS sharded cluster?

Can I implement custom stream compression algorithms in IRIS for %Stream.GlobalBinary?

How can I leverage bitmap indexes for performance tuning in a hybrid OLAP/OLTP IRIS workload?

How can I implement a secure and scalable multi-tenant architecture in IRIS using namespace isolation and role delegation?

How can I write a custom SQL storage strategy for ObjectScript classes in IRIS?

How can I use $Order() traversal with lock-free concurrency for real-time analytics in IRIS?

Can I customize the IRIS SQL query planner to optimize recursive CTE execution?

How do I stream process and ETL terabyte-scale HL7/FHIR data using InterSystems IRIS Interoperability?

How do I perform predicate pushdown optimization in IRIS embedded SQL with dynamic joins? Body:

Can I implement row-level security in InterSystems IRIS using class parameters and runtime filters?

How can I write a custom JSON adapter to serialize hierarchical IRIS objects with circular references?

How do I implement eventual consistency with custom conflict resolution in IRIS mirroring or async replication?

How can I implement an event-sourced architecture with journal-based replay using IRIS globals?

How can I design a dynamic class schema generator in ObjectScript based on runtime JSON input?

How do I analyze and tune parallel query execution in IRIS SQL engine for complex joins?

How can I write an IRIS interoperability adapter for high-throughput WebSocket connections?

How can I create a hybrid REST and GraphQL API layer over IRIS data using ObjectScript?

How do I trace IRIS internal locking behavior for debugging deadlocks in object transactions?

How do I build a custom cost-based query optimizer rule in IRIS SQL engine?

How can I integrate InterSystems IRIS with Apache Flink for real-time event stream processing?

How do I implement secure identity federation (OAuth2, SAML) for InterSystems IRIS web apps?

Can I hook into the IRIS SQL compiler to inject dynamic policies (e.g., tenant filtering, row masking)?

How do I trace low-level deadlocks between globals, SQL tables, and object transactions across mirrored IRIS instances?

Can I build a decentralized ledger (DLT) inside InterSystems IRIS using deterministic globals and consensus modules?

Can I build a custom task scheduler inside IRIS with CRON-like rules, retry policies, and distributed execution?

Data Transform - Looking for two specific pieces of text

Set a dataCombo selection

Error on First Compilation: When Using Compile-Time Method

Why Does $c() Behave Differently on Different Systems?

Object Gateway Server - Java Executable Not Found

How to process EnsLib.RecordMap.Service.FTPService files one by one?

Routing Rule with a variable target

Using the Workflow Engine to capture Data Quality Issues

Windows issue with scripting

EnsLib.Workflow.TaskRequest Customization Help

Stream SVG to load in Logi Reports

Controlling disk usage on LOAD DATA error logging

*.inc file For loop

Failure to compile *.inc with simple "If" statement

How to get the correct USERPROFILE Windows environment variable in Caché ObjectScript please?

Unable to Edit and Resend XML from Message Viewer in Ensemble

WebTerminal not working with HealthConnect 2025.1

How are you passing Intersystems credentials to your REST API apps, i.e. axios

EnsLib.Kafka.Service, performance issues when working with topics that contain many messages

Help in Creating Index in DTL based of a variable value

FHIR in IRIS 4 health

Reply action code to ignore HL7 Nack as error

Limiting User Access: how to deny access to the Management Portal

Pulling/pushing HL7 from/to a API

PFM User Telnet (port 23) Disconnection Issue – Summary of Investigation and Actions

What strategy do you use to maintain different settings of Interoperability Productions across DEV, TEST, and PROD environments?

If you're into InterSystems tech, keep reading...

Data quality is the main piece to get assertive AI responses?

Survey on IRIS Vector Search usage

What's it like to be a SME?

Tell us how you've boosted your career -- and confidence!