Spring Boot 4 supports the JDK 25+ AOT cache - and published benchmarks show 2-4x faster startup. The recipe, the numbers, and the one step (extract the JAR) that decides whether you get the win.
Project Leyden's AOT cache cuts Java startup by ~78% on small services and roughly 3s to under 1s on large ones - no code changes, JIT intact. What it caches, how it differs from GraalVM native, the Quarkus recipe, and the operational catches.
Quarkus native cuts startup to 17ms and RSS to 37MB - but Quarkus's own 2026 lab says going native roughly halves throughput. A banking decision guide.
Is OpenShift right for banking platform engineering? GitOps, FIPS security, and a UPI-scale pattern — plus 5 real OpenShift alternatives for BFSI.
Model in Image vs Domain on PV, the four WDT model edits that decide whether the domain boots, and a payments cutover plan that survives a UPI peak.
VCF vs OpenStack vs Nutanix, RBI compliance, AWS parity gaps, and a defensible hybrid-cloud blueprint.
A complete AWS SAA-C03 exam guide: domains, must-know services, hands-on labs, and a 6–8 week study plan to pass the Solutions Architect Associate in 2026.
Heavy HTTP session objects can silently increase heap pressure, slow down cluster replication, and make failover expensive in enterprise J2EE applications. This post explains how to keep session state lightweight, use DTOs efficiently, and move suitable data into caching platforms like IBM WebSphere eXtreme Scale, Oracle Coherence, or Redis.
Neo To-Do is a polished, minimal React to-do app built with Vite. This post covers the user experience and the technical architecture — from drag-and-drop with @dnd-kit to lz-string share links and PWA offline support.
Most enterprises running Oracle WebLogic accept a quiet tax: over-provisioned infrastructure running at a fraction of its capacity. The WebLogic Kubernetes Operator changes that equation. Here's how, with real cost numbers and production-ready YAML.