The meshIQ blog.
Our blog offers insights into pivotal and disruptive technologies, including Hybrid Cloud, Messaging Middleware, AI, and more, contributed by meshIQ experts and innovators.
Featured.
AIOps, Messaging, Middleware Optimization, Observability, Streaming
Modernizing Middleware for the AI Era
As AI adoption accelerates, middleware complexity intensifies. In this discussion with meshIQ CEO Navdeep Sidhu, discover why governance—not speed—has become the defining factor for enterprise success, and why fragmented middleware environments can no longer be ignored in the AI era.
Apache ActiveMQ®, Devops
ActiveMQ Dead Letter Queue (DLQ) Management: The Complete Guide
If your Apache ActiveMQ deployment has a growing ActiveMQ.DLQ, you are not alone, and you are looking at the right problem. An unbounded, unmonitored dead letter queue is one of the most common root causes of “invisible” message loss in enterprise messaging environments. DLQ messages land without fanfare, nobody notices, and business-critical data quietly disappears from the processing pipeline.
Apache ActiveMQ®, Devops, Messaging, Middleware Optimization
ActiveMQ Classic vs Artemis: The 2026 Definitive Guide
When engineers search for “ActiveMQ Classic vs Artemis,” most of what they find is either a shallow feature checklist or a confident recommendation to “just migrate to Artemis.” Neither helps a senior architect deciding whether to stay on a stable, battle-hardened Apache ActiveMQ Classic deployment, or a platform team evaluating both options for a new system with clear eyes.
Apache ActiveMQ®, Apache Kafka®, Hybrid Cloud, Integration, Middleware, Middleware Optimization, Observability
The Modern Messaging Primer: Navigating the Shift from Legacy Middleware to Open Source Innovation
The shift from legacy middleware to open-source innovation promises agility and cost savings, but introduces the ‘Modernization Tax’—operational complexity that requires new approaches to observability, governance, and management across hybrid messaging environments.
Compliance, Integration, Middleware, Observability, Retail, Tracking
Retail Supply Chains Are Breaking in Places No One Can See
Stop looking at the highway (the network) and start looking at the cars (the transactions).
Architect, Devops, Middleware Optimization, Streaming
The Art of Scaling: How to Determine the Right Number of Apache Kafka® Partitions
Apache Kafka® partition count isn’t just a number—it defines parallelism, ordering, and operational complexity. Learn the formula to balance throughput requirements with maintenance costs, avoid common anti-patterns, and find your ‘Goldilocks’ number for production-ready performance.
AIOps, Hybrid Cloud, Integration, Middleware, Middleware Optimization, Observability
Beyond Maintenance: Why Modernizing Your Messaging Infrastructure is the Ultimate Competitive Edge
Modernizing messaging infrastructure delivers 188% ROI and payback in under 6 months, according to Forrester TEI study. Move beyond maintenance cycles to unified visibility, AI-driven efficiency, and secure self-service that transforms middleware from bottleneck to competitive advantage.
Integration, Middleware, Middleware Optimization, Observability, Streaming
Beyond the Queue: Modernizing Legacy Middleware with Apache Kafka® 4.x
Apache Kafka® 4.x eliminates the final barriers to legacy middleware modernization. With KRaft mode removing ZooKeeper dependency and native queue semantics bridging the gap, enterprises can finally transition from point-to-point messaging to event-driven architectures.
Integration, Middleware, Middleware Optimization, Observability
The Invisible Thread: Why Your “Post Office” Needs a Master Courier
When Apache Artemis® and Apache Camel® work separately, critical transactions can vanish into the “Integration Blind Spot.” Learn how unified visibility transforms these invisible handshakes into clear, trackable flows that protect revenue and prevent outages.
Apache ActiveMQ®, Devops, Integration, Middleware Optimization, Observability
Taming the Broker Network: Achieving Reliable Apache ActiveMQ® Operations
Broker networks grow from success but often become fragile webs. A global retailer’s journey from Apache ActiveMQ® chaos to reliable operations shows how unified visibility, automation, and governed self-service transform messaging from liability to strategic asset.
Apache ActiveMQ®, Cloud Security, Compliance, Integration, Middleware, Observability
Architecting the Future: The evolution of Apache ActiveMQ® for enterprise messaging and the path to mission control
Apache ActiveMQ® is evolving from simple transport to intelligent fabric. Key shifts include replicated KahaDB for cloud-native resilience, Spring decoupling in v7, and OpenTelemetry observability—transforming messaging infrastructure for modern enterprise needs.
AIOps, Devops, Hybrid Cloud, Integration, Middleware, Observability
Trends in Mainframe Modernization: Fresh Insights from SHARE Orlando
Fresh insights from SHARE Orlando reveal mainframe modernization isn’t about replacement—it’s evolution. From hybrid architectures to AI-driven automation, enterprises are transforming legacy systems into agile, integrated platforms while preserving core reliability.
Compliance, IBM MQ, Integration, Middleware, Middleware Optimization, Observability
Scaling IBM MQ: The Hidden Taxes on Reliability (and How to Break Free)
IBM MQ’s reliability comes at a hidden price. Scaling introduces complex licensing costs, operational bottlenecks, and compliance risks. Learn four strategies to transform MQ from a costly burden into an efficient, compliant backbone for modern enterprises.