Tools727 articles

Table of Contents The setupThe resultsWhy the differenceWhen to use itSpring Batch jobs usually follow the same pattern: an ItemReader streams rows, an ItemProcessor transforms each one, and an ItemWriter writes them out, chunk by chunk. A chunk-oriented step wires …

Table of Contents Step 1 — Get the original example running1.1 Install Deep Netts into your local Maven repository1.2 Clone and run the example1.3 Understand what’s in the dataStep 2 — Make the split deterministicStep 3 — Train and export …

Table of Contents Downloads & Release NotesA Security Fix, Patched Across Every BranchTwo Jackson CVEs Closed on the 6 LineAzul Payara Server and Micro 7.2.0: The Payara 7 Line, Monthly CadenceBug FixesComponent UpgradesAzul Payara Community 7.2026.7Azul Payara Server and Micro …

Table of Contents One Pattern to Rule Them AllInstallationInstallationCommandBoxVia CommandBoxVia BoxLang OS BinaryHow Configuration Resolution WorksPer-Application Configuration (Application.bx)Global Server Configuration (boxlang.json)Real-World Usage: Datasource ConfigurationBuilt-In Caching: Performance Without CompromiseLocal Development SupportEnvironment Variable SupportThis Is a BoxLang+ FeatureGet Started Every production application …

Table of Contents Why JVM Warmup and Steady State Should Not Share the Same Resource ProfilePodResourceProfiles: Vertical Scaling Without RestartsMeasuring JVM Warm-up Using Azul Prime JMX MetricsMetrics: What This AchievesHow Vertical and Horizontal Scaling Work TogetherTry It YourselfClosing ThoughtsAutoscaling on …

Table of Contents 🔤 Headline: BoxStringBuilder and Dramatically Faster String ConcatenationThe Performance StoryA First-Class BoxStringBuilder TypeOptimization 1: &= Does In-Place AppendOptimization 2: Compiler Self-Assignment RewriteOptimization 3: Compile-Time Literal FoldingOptimization 4: Auto-Switching Runtime Concat StrategyJava Interop Nuance🚀 Headline: Pluggable ClassLoader Factory …

Table of Contents Why It’s Important To Foojay CommunityHow the Premiere WorksOur AskEvery so often a story comes along that belongs to an entire community rather than any one company or person. The Java Story documentary by CultRepo is one …

Table of Contents IntroductionWhat is a Domain-Specific Language (DSL)?Key Types of DSLsWhat is Exposed?Why Exposed?Database Access APIs in ExposedWhich API Should You Choose?Step 3: Generate and Open the ProjectStep 4: Verify the ApplicationStep 5: Add Exposed Spring Boot 4 StarterStep …

Table of Contents The gap CVE scanners cannot seeMarshalHow the scoring actually worksTry it on your own pom.xmlWhat ships todayWhat is in the pipelineLinksI pointed a scanner I have been building at an old Spring project, and it flagged javax.activation. …