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Table of Contents First: The rate of CVE arrivalsSecond: AI detection of vulnerabilities becoming the normThird: The breaking of an old asymmetryFourth: Regulators got impatientThe maths no longer worksThink about Y2KThe response doesn’t wait for the disasterThe asymmetry that should …

Table of Contents PrerequisitesStep 1: Create the entitiesStep 2: Creating CommandStep 3: Create QueryConclusionIn enterprise environments, projects often begin with a simple structure: one model, one service, and one document, using a single class and data transfer object for both …

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 …

Table of Contents A Practical Introduction to Horizontal Scaling1. Shards2. Config Servers3. Mongos RouterLarge datasetsHigh write throughputRapid data growthA Practical Introduction to Horizontal Scaling When building applications, most developers start with a single database server. At the beginning, everything works …

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 …

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 FeedbackThe May 2026 …

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: …

Table of Contents The doorman in a hoodieThe shepherdRead the terrainChoose the pathWatch for predatorsTend the flockThe doorman’s dignityThe doorman in a hoodie There’s a story Rory Sutherland tells in his book Alchemy. A consultant is hired to find savings …

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 …