Hello and welcome to the October 2025 Developer Community Recap.
General Stats
✓ 151 new posts published in October:
✓ 15,665 posts published all time
✓ 18,166 members joined all time
– 43 new articles
– 35 new announcements
– 65 new questions
– 8 new discussions
✓ 290 new members joined in October– 35 new announcements
– 65 new questions
– 8 new discussions
✓ 15,665 posts published all time
✓ 18,166 members joined all time
Top posts
Debugging REST API in InterSystems IRIS
By Evgeny Shvarov
Technology Bonuses Results for the InterSystems .Net, Java, Python, and JavaScript Contest
By Semion Makarov
Winners of the InterSystems .Net, Java, Python, and JavaScript Contest
By Anastasia Dyubaylo
What strategy do you use to maintain different settings of Interoperability Productions across DEV, TEST, and PROD environments?
By Andrew Sklyarov
The Wait Is Over: Welcome GoLang Support for InterSystems IRIS
By Dmitry Maslennikov
New interface of the DC AI Chat!
By Anastasia Dyubaylo
What I’ve Learned from Multiple Data Migrations
By Vachan C Rannore
Meet Henry Hamon Rodrigues Pereira - New Developer Community Moderator!
By Anastasia Dyubaylo
Top authors of the month
Articles
#InterSystems IRIS
How to compare the contents of two globals
By Megumi Kakechi
Automating IAM Configuration from OpenAPI Specs 2.0 with ObjectScript
By Raef Youssef
Why does InterSystems have no out-of-the-box ESB solution? Let’s try to fix it!
By Andrew Sklyarov
IRIS Audio Query - Query Audio with Text using InterSystems IRIS
By Yu Han Eng
IRIS Audio Query - Development
By Yu Han Eng
The Wait Is Over: Welcome GoLang Support for InterSystems IRIS
By Dmitry Maslennikov
GORM Meets InterSystems IRIS: Introducing gorm-iris
By Dmitry Maslennikov
Presenting IRIS Tool and Data Manager: Integrating InterSystems IRIS with Python, Pandas, and Streamlit
By Pietro Di Leo
Visualize your InterSystems server configurations using Structurizr
By John Murray
Presenting the FHIR Data Explorer: AI-Powered Hybrid Semantic Search & Patient History Generation
By Pietro Di Leo
Bringing It All Together: Go, GORM, and InterSystems IRIS in Action
By Dmitry Maslennikov
Managing External Language Connections with "irisconns"
By Eric Fortenberry
How Windows users can try gj :: configExplorer standalone
By John Murray
Building a FHIR Vector Repository with InterSystems IRIS and Python through the IRIStool module
By Pietro Di Leo
Enhancing FHIR Data Exploration with Local LLMs: Integrating IRIS and Ollama
By Pietro Di Leo
Expand ObjectScript's ability to process YAML
By Yuri Marx
Writing a REST api service for exporting the generated patient data in .csv
By Kate Lau
IRIS install automation using Ansible
By Enzo Medina
Why do I still see old messages after running the purge task?
By Cecilia Yang
Working with Stream Objects in InterSystems IRIS
By Jack Rack
Analyzing IRIS ^PERFMON Runtime Performance Using the Java Native SDK
By Davi Massaru Teixeira Muta
Writing a REST api service for exporting the generated FHIR bundle in JSON
By Kate Lau
REST api example for decode a Base64 data
By Kate Lau
Optimizing SQL LIKE Security, Performance and Best Practices
By Iryna Mykhailova
Sample for Beginners with Streams in IRIS
By Robert Cemper
Free Database Space by SwaggerTools
By Robert Cemper
IKO Plus: Multi-Cluster IrisClusters Propogated with Karmada
By sween
XML to HL7, FHIR, and V2 Conversion
By Ashok Kumar T
Practical use of XECUTE (InterSystems ObjectScript)
By Robert Cemper
What I’ve Learned from Multiple Data Migrations
By Vachan C Rannore
A Superior Alternative to In-Memory Databases and Key-Value Stores
By Developer Community Admin
Tips on handling Large data
By Harshitha
[Quick tip] - How to use case insensitive url in REST API Business Service
By Kurro Lopez
Connect to SQL server via Windows Auth
By Arsh Hasan
IRIS Home Assistant Add-On (HAOS)
By sween
EnsLib.SQL.Snapshot not cleaned during purge messages when used in Response Message
By Chi Wan Chan
Nobody expects the Spanish Inquisidor!!
By Luis Angel Pérez Ramos
#Open Exchange
#InterSystems Kubernetes Operator (IKO)
IKO Plus: KWOK IrisCluster Topology and Operator Node/Pod Simulation w/o IRIS
By sween
IKO Plus: Launching Airgapped IrisClusters with Hauler
By sween
IKO Plus: Operator Works From Home - IrisCluster Provisioning Across Kubernetes Clusters
By sween
#Caché
A Reusable Web Interface and Class for Maintaining Data Lookup Tables in HealthConnect
By Sanjib Pandey
Announcements
#InterSystems IRIS
[Video] Python Interoperability Productions
By Liubov Zelenskaia
[Video] September Developer Meetup Recording - FHIR as an AI Platform
By Derek Gervais
Security & AI Meetup for Developers and Startups
By Liubov Zelenskaia
Query InterSystems IRIS databases with the Python DB-API
By Derek Robinson
[Video] Advanced SQL join table cardinality estimates
By Liubov Zelenskaia
Maintenance Releases 2025.1.2 and 2024.1.5 of InterSystems IRIS, IRIS for Health, & HealthShare HealthConnect are now available
By Daniel Palevski
InterSystems Cloud Services – Version 25.22.1
By Dipak Bhujbal
[Video] Building $ZF Modules in Rust with RZF
By Liubov Zelenskaia
AI Meetup for Developers and Startups
By Liubov Zelenskaia
[Video] Source Control Interoperability Productions in a Decomposed Format
By Liubov Zelenskaia
#Developer Community Official
Developer Community Recap, September 2025
By Anastasia Dyubaylo
New interface of the DC AI Chat!
By Anastasia Dyubaylo
InterSystems Community GitHub
By Anastasia Dyubaylo
Developer Community AI Is Taking a Break
By Anastasia Dyubaylo
Videos for InterSystems Developers, September 2025 Recap
By Anastasia Dyubaylo
Key Questions of the Month: September 2025
By Anastasia Dyubaylo
Developer Community Search Update This Weekend
By Anastasia Dyubaylo
InterSystems Developer Ecosystem News, Q3 2025
By Anastasia Dyubaylo
Meet Henry Hamon Rodrigues Pereira - New Developer Community Moderator!
By Anastasia Dyubaylo
#InterSystems IRIS for Health
[Video] Deploying HealthShare Solution Modules with InterSystems Package Manager
By Brenna Quirk
[Video] The Road to AI in Healthcare
By Anastasia Dyubaylo
#Open Exchange
InterSystems Open Exchange Applications Digest, September 2025
By Anastasia Dyubaylo
#Other
[Video] How Technology Communities Drive Professional Careers
By Anastasia Dyubaylo
[Video] Before the Lightbulb: Understanding the First Phase of the AI Revolution in Medicine
By Anastasia Dyubaylo
#IRIS contest
Time to vote in InterSystems .Net, Java, Python, and JavaScript Contest
By Anastasia Dyubaylo
Technology Bonuses Results for the InterSystems .Net, Java, Python, and JavaScript Contest
By Semion Makarov
Winners of the InterSystems .Net, Java, Python, and JavaScript Contest
By Anastasia Dyubaylo
#Global Masters
September Article Bounty: Community Spotlight
By Olga Zavrazhnova
October Article Bounty Topics
By Olga Zavrazhnova
Halloween on Global Masters - join before November 3
By Olga Zavrazhnova
#Learning Portal
[Video] Considerations for Adopting Health Connect Cloud
By Derek Robinson
#InterSystems Ideas Portal
[Sweepstakes] Share your ideas on improving the Initial Developer Experience!
By Anastasia Dyubaylo
#Summit
[Video] Customer Innovations
By Anastasia Dyubaylo
[Video] Ready for Whats Next Panel
By Anastasia Dyubaylo
[Video] A Day in the Life of a Developer - Data Platforms Roundup
By Anastasia Dyubaylo
Questions
#InterSystems IRIS
Cannot Access Authorization Bearer Token in EnsLib.REST.Service - Getting 500 Internal Server Error
When Using Compile-Time Method
By Abdul Majeed
Login Failure for a single person (not user!) in IRIS for Health
By Darima Budazhapova
Data Transform - If OBX 5 contains text Abnormal Flag populates
By Jason Lewins
MQTT IRIS Broker
By Touggourt
%FileSet Throws “Directory Does Not Exist” for Network Path — But DirectoryExists() Returns 1
By Gopal Mani
Web interface for maintaining custom lookup classes (SQL) in HealthShare
By Mary George
BusinessService Failed to create MQTT client
By Touggourt
Is there a way to edit and recompile a deployed class?
By Ali Nasser
How can I implement an efficient multi-shard SQL query in an InterSystems IRIS sharded cluster?
By Jack Rack
Can I implement custom stream compression algorithms in IRIS for %Stream.GlobalBinary?
By Jack Rack
How can I leverage bitmap indexes for performance tuning in a hybrid OLAP/OLTP IRIS workload?
By Jack Rack
How can I implement a secure and scalable multi-tenant architecture in IRIS using namespace isolation and role delegation?
By Jack Rack
How can I write a custom SQL storage strategy for ObjectScript classes in IRIS?
By Jack Rack
How can I use $Order() traversal with lock-free concurrency for real-time analytics in IRIS?
By Jack Rack
Can I customize the IRIS SQL query planner to optimize recursive CTE execution?
By Jack Rack
How do I stream process and ETL terabyte-scale HL7/FHIR data using InterSystems IRIS Interoperability?
By Jack Rack
How do I perform predicate pushdown optimization in IRIS embedded SQL with dynamic joins? Body:
By Jack Rack
Can I implement row-level security in InterSystems IRIS using class parameters and runtime filters?
By Jack Rack
How can I write a custom JSON adapter to serialize hierarchical IRIS objects with circular references?
By Jack Rack
How do I implement eventual consistency with custom conflict resolution in IRIS mirroring or async replication?
By Jack Rack
How can I implement an event-sourced architecture with journal-based replay using IRIS globals?
By Jack Rack
How can I design a dynamic class schema generator in ObjectScript based on runtime JSON input?
By Jack Rack
How do I analyze and tune parallel query execution in IRIS SQL engine for complex joins?
By Jack Rack
How can I write an IRIS interoperability adapter for high-throughput WebSocket connections?
By Jack Rack
How can I create a hybrid REST and GraphQL API layer over IRIS data using ObjectScript?
By Jack Rack
How do I trace IRIS internal locking behavior for debugging deadlocks in object transactions?
By Jack Rack
How do I build a custom cost-based query optimizer rule in IRIS SQL engine?
By Jack Rack
How can I integrate InterSystems IRIS with Apache Flink for real-time event stream processing?
By Jack Rack
How do I implement secure identity federation (OAuth2, SAML) for InterSystems IRIS web apps?
By Jack Rack
Can I hook into the IRIS SQL compiler to inject dynamic policies (e.g., tenant filtering, row masking)?
By Jack Rack
How do I trace low-level deadlocks between globals, SQL tables, and object transactions across mirrored IRIS instances?
By Jack Rack
Can I build a decentralized ledger (DLT) inside InterSystems IRIS using deterministic globals and consensus modules?
By Jack Rack
Can I build a custom task scheduler inside IRIS with CRON-like rules, retry policies, and distributed execution?
By Jack Rack
Data Transform - Looking for two specific pieces of text
By Jason Lewins
Set a dataCombo selection
By Touggourt
Error on First Compilation: By Ashok Kumar T
Why Does $c() Behave Differently on Different Systems?
By Jean Millette
Object Gateway Server - Java Executable Not Found
By Adeel Nordin
How to process EnsLib.RecordMap.Service.FTPService files one by one?
By Kurro Lopez
Routing Rule with a variable target
By Thomas Haig
Using the Workflow Engine to capture Data Quality Issues
By Scott Roth
Windows issue with scripting
By Jorge Gea Martínez
EnsLib.Workflow.TaskRequest Customization Help
By Scott Roth
Stream SVG to load in Logi Reports
By Fahmi Rizaldi
Controlling disk usage on LOAD DATA error logging
By José Pereira
*.inc file For loop
By Michael Akselrod
Failure to compile *.inc with simple "If" statement
By Michael Akselrod
#Caché
Executing csession always return exit code 1.
By Cristiano Silva
How to get the correct USERPROFILE Windows environment variable in Caché ObjectScript please?
By Robert Steed
#Ensemble
Can we save Message Viewer Query output to file (eg CSV)
By Colin Brough
Unable to Edit and Resend XML from Message Viewer in Ensemble
By Nimisha Joseph
WebTerminal not working with HealthConnect 2025.1
By Neil Thaiss
#InterSystems IRIS for Health
assign from a function in a RUL
By PaulSomebody
How are you passing Intersystems credentials to your REST API apps, i.e. axios
By Mark OReilly
EnsLib.Kafka.Service, performance issues when working with topics that contain many messages
By Dmitrii Baranov
Help in Creating Index in DTL based of a variable value
By Christine Nyamu
FHIR in IRIS 4 health
By PaulSomebody
Reply action code to ignore HL7 Nack as error
By Mark OReilly
Limiting User Access: how to deny access to the Management Portal
By Giulia Ghielmi
Pulling/pushing HL7 from/to a API
By Robert Hildebrand
PFM User Telnet (port 23) Disconnection Issue – Summary of Investigation and Actions
By Ganesh Jagtap
#HealthShare
Sorting by number field type in FDN
By Scott Roth
#InterSystems IRIS BI (DeepSee)
Custom listing with inner subquery
By Dmitrij Vladimirov
#Health Connect
How can I view the contents of the request object being sent in my BPL in Message Viewer Body?
By Aditi Gandhi
#Other
Discussions
#InterSystems IRIS
Debugging REST API in InterSystems IRIS
By Evgeny Shvarov
What strategy do you use to maintain different settings of Interoperability Productions across DEV, TEST, and PROD environments?
By Andrew Sklyarov
If you're into InterSystems tech, keep reading...
By Jose-Tomas Salvador
Data quality is the main piece to get assertive AI responses?
By Yuri Marx
Survey on IRIS Vector Search usage
By Benjamin De Boe
#Learning Portal
How has certification impacted your learning journey?
By Celeste Canzano
What's it like to be a SME?
By Celeste Canzano
Tell us how you've boosted your career -- and confidence!
By Celeste Canzano