2+ day, 19+ hour ago   (897+ words) Apache Flink on the IBM mainframe connects real-time processing with core systems, enabling hybrid cloud and AI without full migration. A few months ago, I wrote about integrating Apache Kafka with mainframe systems. The blog covered various real-world examples across…...

2+ day, 21+ hour ago   (634+ words) A chatbot can explain data, summarize a screen, or answer questions, yet the application still behaves largely as before: business state lives elsewhere, actions remain disconnected from model output, and the interface is reduced to a transcript. Agentic UI takes…...

5+ day, 26+ min ago   (1022+ words) Learn how to test, monitor, and deploy reliable agentic AI and multi-agent systems in enterprise environments using modern testing and CI/CD strategies. With industry analysts recording a massive surge in multi-agent system deployments, including a staggering 1,445% increase in enterprise…...

6+ day, 26+ min ago   (801+ words) Learn how engineering teams can balance exploration and exploitation to drive innovation while building reliable, scalable, and maintainable systems. Modern organizations operate under a persistent tension: they must both discover the future and deliver the present. These two modes of…...

6+ day, 1+ hour ago   (1579+ words) Picture a business-critical SQL query crawling for seven hours. Nearly a full workday. The system keeps grinding through data, the business keeps losing time and money, and users are stuck waiting. Then a performance engineer steps in. After a few…...

1+ week, 1+ day ago   (501+ words) A practical blueprint for cutting AI token costs in analytics — clean up the question before it reaches the model, then learn from what worked. The answer was right. The question cost four times what it needed to. The usual fix…...

1+ week, 2+ day ago   (544+ words) Learn how modern languages help developers take care of behind-the-scenes file descriptor management, kernel memory management, and heap management. Any input/output operation, be it accessing a file, handling an HTTP request, or a database connection, is based on 3 fundamental…...

1+ week, 3+ day ago   (1567+ words) Learn how an early-stage open-source project separates workload lifecycle from compute allocation for bursty, stateful, and massively concurrent AI workloads. What if you could multiplex roughly 250 stateful agent sessions across eight Kubernetes worker Pods, then reactivate any one without losing…...

1+ week, 3+ day ago   (1210+ words) Learn how to extract domain-specific entities and relationship triples from engineering documents using spaCy, custom entity rules, and Python. Engineering teams generate a lot of useful knowledge, but most of it is locked inside text. As an example, think about…...

1+ week, 3+ day ago   (1050+ words) This guide walks you through the core architecture components and design patterns needed to build scalable microservices with Node.js and explains when to use each. Most teams don't decide to build microservices. They get pushed into it. One app…...