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Building AI Systems with MongoDB: Implementing the Planning Pattern

Table of Contents PrerequisitesStep 1: Generate the ProjectStep 2: Generate the domain classesStep 3: Defining the AI layer over MongoDB integrationStep 4: Showing the result with UIStep 5: Execute the applicationConclusionArtificial Intelligence has swiftly evolved from a niche research topic ...

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BoxLang AWS, Azure, and Google Secrets Manager Module Released

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 …

First Test of Java on Banana Pi (ARM and RISC-V), Plus a Blinking LED with Pi4J

Table of Contents ARM versus RISC-V?Banana PiFirst ImpressionsBanana Pi BPI-M4 ZeroBanana Pi BPI-F3Testing with Java and Pi4JBanana Pi BPI-M4 ZeroPi4j on the Banana Pi ZeroBanana Pi BPI-F3Benchmark ResultsConclusionAs part of my 2026 learning goals around Java on RISC-V (see this …

Toward a Durable Spring PetClinic

Table of Contents OverviewWhat makes a process a good candidate for durability?Spring PetClinic as an Exploratory DeviceStep 1 — Download the Spring PetClinic sourceStep 2 — Analyze the application for durability candidates2a — Analysis: processes that are good candidates for …

How We Beat HotSpot Performance (By Cheating, But Not Like That)
How We Beat HotSpot Performance (By Cheating, But Not Like That)

ParparVM went from 4.21x slower than warmed Java 25 to geomean parity, with six of ten benchmarks at or below HotSpot and peak memory below the JVM’s. The architecture behind it: frameless C codegen, a BiBOP page heap, and a poor man’s Valhalla.

Warm Up Fast, Run Lean: Vertical Scaling for Java on Kubernetes with Azul Prime and Kedify

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 …

ThreadMine — JVM thread dump analyzer
Your Loom App Quietly Became a Thread Pool Again: A Field Guide to Virtual Thread Pinning

Table of Contents What pinning actually isThe two causes — and it really is just twoThe canonical bugWhat JDK 24 changed (JEP 491)How to catch itHow to fix itWhy I ended up automating the readThe incident that taught me to …

Popular today Resilience in Coding: Miro Wengner on Thriving in the Software Industry
Table of Contents ProfileIn this insightful discussion, we sit down with Miro Wengner, an accomplished software engineer with a deep-rooted affinity for Java. Miro shares his professional journey, highlights the significant challenges in the field, and reflects on the key ...
BoxLang 1.15.0 Released: Blazing Fast Strings, Runtime Portability, and much more

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 …

I Asked GitHub Copilot to Profile a Java App. It Found a Bug in My Heap Sizing, and Offered to Fix It

Table of Contents The idea: Copilot-driven profilingStep 1 — Copilot ran it, and showed me exactly what it ranStep 2 — The verdict in plain languageStep 3 — One click hands the data back to CopilotStep 4 — A root …

Foojay Podcast #100: Java Podcasters on Why They Started, What Broke, and What They Learned

Table of Contents YouTubePodcast AppsGuestsLinksContentFoojay Podcast hits episode 100. No plan, no roadmap. It just happened. To mark the occasion, Frank turned the microphone around and invited other podcasters: Adam Bien (airhacks.fm), Jennifer Reif (Breaktime Tech Talks), Kadi McKean and …

Temporal Is to Your Code What a Database Is to Your Data

Table of Contents The pre-database era, replayedThe write-ahead log, but for your local variablesTransactions that span monthsThe same pattern, elsewhere in the stackWhat this means for your Java codeOnce upon a time, applications managed their own data files. Every program …

EDA wrong use cases
🛑⚡ When NOT TO USE Event-Driven Architecture (EDA)

Event-Driven Architecture can unlock scalability, loose coupling and powerful integrations; but it also introduces retries, eventual consistency, observability challenges and operational overhead. This article explores seven situations where EDA may be the wrong choice, from simple CRUD applications to workflows that require strong consistency or immediate responses.

More Surfaces, Same Deal: Cars, Sensors, Commerce, Video And Builds
More Surfaces, Same Deal: Cars, Sensors, Commerce, Video And Builds

This week’s release adds car dashboards, motion sensors, desktop-class input, foldables, Commerce, Secrets, versioned builds, and real video generation while keeping last week’s open-source deal intact.

“This Can’t Possibly Work”: What I Learned at a Temporal.io Workshop

Table of Contents The problem: we all became distributed systems developersDurable execution: crash-proof, not crash-preventingHow it actually works: history replay, not snapshotsThe moving partsSeeing is believingWhy this changes how you write softwareWhen developers first hear about Temporal, they tend to …

BoxLang 1.14.0 : Sets, Ranges, Inner Classes, and a Runtime That Talks Back

Table of Contents Dynamic Sets – A First-Class CollectionRanges – Lazy, Typed, Extensible IntervalsInner Classes and Template ClassesClass References as Callable ConstructorsDataNavigator JSONPath SupportQuery Transformers – Own Your Result ShapeGlobal Query DefaultsCompanion Release: bx-mcp Is HereOther Notable AdditionsschedulerNew() BIFserver.webModeString BIFs: …

Nulling Out References Won’t Help Your Garbage Collector

Table of Contents The collector doesn’t delete anythingMost objects die youngref = null is dead codeWhen ref = null can helpConclusionOne of the misconceptions that I continuously run into is that nulling out references in Java helps garbage collection. This …

The Java Story: A Film About All of Us

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 …

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