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Modernizing Production Containers to Resist the Constant CVE Flow
Common Vulnerabilities and Exposures or CVEs is a catalog of publicly disclosed software security flaws that attackers can use to gain unauthorized access. With 40,003 CVEs recorded in 2024, denoting a 39% increase as compared to 2023, container vulnerabilities are no longer a minor cleanup…
Zero Migration Java – Staying Current Without Breaking Your App
Keeping enterprise Java applications secure and up-to-date is critical but traditional runtime upgrades often come with painful migrations, broken dependencies, and retesting cycles. What if developers could upgrade their runtime without touching their code?
In this article, we explore the…
Java Vector API: Faster vector computations for the JVM
Introduction Modern CPUs contain vector registers. These vector registers hold multiple numerical values as the same time. They enable SIMD (Single Instruction Multiple Data) which allows same instruction to be applied to multiple pairs of data which is present in these vector registers.…
High-Performance Vector-Search Grids with Java
The rapid rise of Generative AI has fundamentally changed how modern systems are designed. While much of the attention has focused on large language models and inference pipelines, the real differentiator in production systems lies elsewhere: in the infrastructure that delivers context to…
Java Performance Optimization with Agentic AI: Autonomous Diagnostics and Actionable Recommendations
Java performance diagnosis in production is manual, slow, and requires deep expertise. You get a Grafana alert, grab a thread dump, download a JFR recording, open it in JDK Mission Control, stare at flamegraphs, correlate with metrics — hours of work per incident. Most teams don’t have…
Talk to Your Data: Natural Language Data Access in Java
For decades, Java developers have relied on robust frameworks to manage the complexity of enterprise applications. At the heart of this ecosystem lies Hibernate ORM, the popular library for bridging the gap between object-oriented Java applications and relational databases. It allows…
Build Vector Database Apps with Pure Java
The Java ecosystem is entering a new phase. Generative AI is no longer experimental; it is becoming a foundational capability in enterprise systems. Yet while frameworks for inference and orchestration have matured, one critical bottleneck continues to slow down adoption: data access for…
The FFM API: OpenJDK Changed the Game for Native Interactions and #JavaOnRaspberryPi
If you’re working with Pi4J, you’re essentially using a Java library that bridges the gap between your Java application and the GPIO hardware on a Raspberry Pi. The beauty of Pi4J lies in how it hides the complexity of native library integration and the Java Native Interface…
Agentic AI Patterns for Enterprise Software
It is no surprise that software development is increasingly shaped by the integration of AI. As the technology matures, we are moving beyond simple, monolithic AI models or single shot API calls. Modern enterprise architectures are rapidly adopting agentic AI systems, which orchestrate…
03-2026 | From Coder to System Designer
JCON ▪️Architect Your Own Experience: Creating Your Individual JCON 2026 Journey CORE JAVA▪️The Foundations of Data-Oriented Programming in Java▪️Lazy Constants in Java 26: Deferred Immutability and JVM Trust▪️Final Is No Longer a Hint in Java 26▪️Java 26 in Practice: How the JVM Is Changing…
Semantic Versioning done automatically
Software evolves over time. Bugs are fixed, features are added, and occasionally design mistakes are corrected in ways that are incompatible with earlier releases. Version numbers exist to identify these distinct states of a software artifact and to allow consumers to reason about whether an…
curl | bash | hacked: the unseen dangers in your dev lifecycle
There’s a line of shell that looks harmless, even helpful: It promises speed. Convenience. “Just install the thing and get on with your day.” That promise is exactly why attackers love it. That one-liner doesn’t merely install a tool. It hands execution control to whatever sits on the other…
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