MongoDB as a Vector Database for AI Agents-MongoDB
Table of Contents Why should you use MongoDB for building AI agents?Understanding AI agentsBuilding a multi-agent application with MongoDBStep 1: Creating a vector search indexStep 2: Creating the TripStep 3: Induce a disruptionStep 4: Replanning Step 5: The Memory agents make ...
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What is Sharding in MongoDB and When Should You Use It?
Table of Contents A Practical Introduction to Horizontal Scaling1. Shards2. Config Servers3. Mongos RouterLarge datasetsHigh write throughputRapid data growth A Practical Introduction to Horizontal Scaling When building applications, most developers start with a single database server. At the beginning, everything …
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Jakarta EE is Ready for AI – But Don’t Just Take My Word for It!
Table of Contents Where Jakarta EE Comes From and Where It’s HeadedThe Past, Present, and Future of Enterprise Java – Ivar Grimstad (Eclipse Foundation)Jakarta EE Meets AI: Three Angles on the Same ProblemThe Intelligent Monolith: Supercharging Jakarta EE with Local …
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Azul Payara May 2026 Release – What’s New
Table of Contents A critical security fix, patched across every supported branchAzul Payara Community 7.2026.5Azul Payara 6.38.0: Continued Jakarta EE 10 SupportAzul Payara 5.87.0: Jakarta EE 8 Support ContinuesAzul Payara 4.1.2.191.55: Legacy Branch Still MaintainedLooking AheadUpgrading and Feedback The May …
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BoxLang AI Deep Dive — Part 6 of 7: Memory Systems & RAG — Building AI That Remembers
Table of Contents 🧠 Two Categories of Memory📋 Standard Memory TypesSummary Memory — How It Actually Works🔍 Vector Memory TypesHybrid Memory — The Best of Both🏢 Per-Call Multi-Tenant Identity Routing📚 Document Loaders🔗 Building a Complete RAG PipelineStep 1: IngestStep 2: …
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The Code Was Always the Door
Table of Contents The doorman in a hoodieThe shepherdRead the terrainChoose the pathWatch for predatorsTend the flockThe doorman’s dignity The doorman in a hoodie There’s a story Rory Sutherland tells in his book Alchemy. A consultant is hired to find …
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Explore Spring AI SDK – Amazon Bedrock AgentCore – Part 2
Table of Contents Step 1: Add the Ai model and AgentCore memory dependenciesStep 2: Create Short/Long Term in AWS Management ConsoleStep 3: Add the following memory-related properties.Step 4: Add the below MemoryConfig class.Step 5: Create the ChatRequest and ChatResponse classes …
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Crossing the River Styx: Spring Boot 3.5 and the Zombie Dependency Problem
Table of Contents The CVE Blind SpotThe River StyxThe Rules Changed. The Habits Didn’t.What This Looks Like in PracticeWhen Dependencies Become ZombiesSpring Boot 3.5: The Next CrossingWe’ve Seen This Film BeforeThe Window Is Open. For Now.The Map, Not Just the …
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Grails Isn’t Done Yet (Part 2): EOL, Spring Boot, and What Comes Next
Table of Contents The inflexion pointWhere Grails versions stand todayThe Spring Boot gravitational pullWhat the risk actually looks likeThe practical middle groundUpgrade is an action, not a strategySummaryResources In the companion article to this one, I looked at the revitalisation …
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Grails Isn’t Done Yet (Part 1): Inside the ASF Reboot
Table of Contents The technology we stop seeingWhy the Apache move mattersTwenty years of changing handsEighteen months of migrationOne hundred repositories become nineBeyond the code: licensing and complianceThe modernisation you might have missedWhat Grails 7 actually shipsGrails 8 and the …
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JavaScript (No, Not That One): Modern Automation with Java
Table of Contents The Scripting DilemmaThe Death of Manual CompilationSingle-File ExecutionMulti-File SupportWhy so much ceremony?The Java EvolutionEasier console interactionJava as a Native Script: Shebang SupportAdvanced Automation with JBangWhat is JBang?Dependency ManagementAwesome FeaturesElevating Your Scripts: CLI Richness with PicocliPro-Grade ToolsZero-Code CLI …
