Interactive Reference · 65 ChaptersData Engineering for Machine LearningOperational Intelligence for the New Digital BattlefieldAuthoritative Specification · Interactive Chapters · Reference Material for Security EngineersIntegration Guides•The Whitepaper•THEME.mdContentsFront Matter—Cover01Introduction02CONOPS55CONOPSChapters01The Fresh Install & Environment Setup02Keeping the Codebase Clean03Building Interfaces and Integrating Data04Designing the Database05Visualizing Data06Intelligence (Modeling and Training)07Securing the Compute08Enhancing Observability09Applying a Use-Case (The Status Page)10Encrypting the Data & Key Management11Tuning the Model12Collecting Unstructured Data13Enhancing Data with Threat Intelligence14Scaling Reporting and Announcements with Sanity15Integrating Newsletter Subscriptions16Developer Workflow and Version Management17Accessibility Compliance Auditing18Client-Side Content Synchronization19Third-Party Telemetry and Cloudflare Integration20Network Traffic Enrichment and Cybersecurity Telemetry21Team Workflows and Vulnerability Management22Production Deployment (Vercel, Fly, and FORJD)23Production Deployment on AWS — Lightsail Container Services and Fargate24Enterprise Security (SOC 2, CMMC 2.0, and NIST SP 800-171 Rev. 3)25Automation and Maintenance Schedules26Countermeasure Effectiveness Standard (CES)27Building an Asynchronous Asset Inventory28Preparations for Q-Day and Quantum Encryption29Access Control Matrix: Role-Based (RBAC) & Attribute-Based (ABAC) Paradigms30The Integrations Gateway & API Key Infrastructure31DevSecOps, Platform Standardization, and Leak-Proof Tenancy32Viking-UI — The Zero-Dependency UI Kit33Daily Platform Operations Audit34Do Not Reintroduce a Local Stream Plane — Anti-Regression ReferenceAppendicesASecurity PolicyBData Engineering & ProcessingCCloud Run Deployment (Alternate Host)EAWS DeploymentDMaintenance & Automation ScheduleEContributing Guidelines & Getting StartedFTelemetry Security BenefitsGExtra Code SamplesHBackground Schedulers & Asynchronous WorkflowsIAPI Rate Limiting, Tiered Pricing, and Usage AnalyticsJSoftware Bill of Materials (SBOM)KPlatform Maintenance LogLFoundational Security FrameworksMBilling & Subscriptions (Operator Reference)NConcept of Operations (Operator Quick Reference)OAnalytics Exports & FORJD exports Object StorePPlatform FeaturesQDEML GlossaryRDEML macOS Security WorkbenchSModels InventoryTData Plane Ownership (FORJD)UDEML Platform Technology StackVViking-UI Grid-First LayoutWViking-UI Template-Driven Layout MigrationXViking-UI Modern SaaS MigrationYViking-UI Modern SaaS Style GuideZIntegration GuidesBack Matter32Acknowledgements & TechnologiesStart reading