FUTURE_DATA_MODEL.md

April 8, 2026 ยท View on GitHub

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๐Ÿ“Š Hack23 Homepage โ€” Future Data Model

Enhanced Content Model: Planned Improvements
Content Architecture Evolution for hack23.com

Owner Version Status Review Cycle

License OpenSSF Scorecard

๐Ÿ“‹ Document Owner: CEO | ๐Ÿ“„ Version: 1.0 | ๐Ÿ“… Last Updated: 2026-02-20 (UTC) ๐Ÿ”„ Review Cycle: Quarterly | โฐ Next Review: 2026-05-20 ๐Ÿท๏ธ Classification: Public Low Standard


DocumentFocusDescription
๐Ÿ“Š Data ModelDataCurrent content model
๐Ÿ“Š Future Data ModelRoadmapPlanned enhancements (this document)
๐Ÿ›๏ธ ArchitectureC4 ModelCurrent system architecture
๐Ÿš€ Future ArchitectureRoadmapArchitecture evolution plans

๐ŸŽฏ Overview

This document outlines planned enhancements to the Hack23 homepage content model, focusing on improved structured data, automated translation management, and enhanced content organization.


๐Ÿ“ Enhanced Content Model

Planned Entity Additions

%%{init: {"theme": "base", "themeVariables": {"primaryColor": "#e3f2fd", "primaryTextColor": "#01579b", "lineColor": "#0288d1", "secondaryColor": "#f1f8e9", "tertiaryColor": "#fff8e1"}}}%%
erDiagram
    WEBSITE ||--o{ PAGE : contains
    PAGE ||--o{ TRANSLATION : "has_variants"
    PAGE ||--o{ SCHEMA_ORG : "has_structured_data"
    PAGE ||--o{ SRI_HASH : "has_integrity"

    TRANSLATION ||--|| TRANSLATION_STATUS : "has_status"

    PAGE ||--o{ PERFORMANCE_METRIC : "has_metrics"

    TRANSLATION_STATUS {
        string lang PK
        string status "complete|partial|outdated"
        date lastTranslated
        string translator "human|ai-assisted"
        float qualityScore
    }

    SRI_HASH {
        string resource PK
        string algorithm "sha384"
        string hash
        date generated
    }

    PERFORMANCE_METRIC {
        string url PK
        float fcp "First Contentful Paint"
        float lcp "Largest Contentful Paint"
        float cls "Cumulative Layout Shift"
        float tbt "Total Blocking Time"
        date measured
    }

๐ŸŒ Enhanced Translation Model

Current vs Future Translation Management

AspectCurrentFuture
TrackingManual status filesAutomated translation status database
QualityHuman reviewAI-assisted quality scoring
StalenessManual detectionAutomatic staleness detection
CoveragePer-file trackingPer-section tracking

Translation Pipeline Enhancement

%%{init: {"theme": "base", "themeVariables": {"primaryColor": "#2196F3", "primaryTextColor": "#1a1a2e", "lineColor": "#455A64", "secondaryColor": "#e8f5e9", "tertiaryColor": "#fff8e1", "primaryBorderColor": "#1565C0"}}}%%
flowchart TD
    Source[๐Ÿ“ English Source Changed] --> Detect[๐Ÿ” Detect Affected Sections]
    Detect --> Flag[๐Ÿšฉ Flag Stale Translations]
    Flag --> Generate[๐Ÿค– AI Generate Drafts]
    Generate --> Review[๐Ÿ‘ค Human Review]
    Review --> Approve{Approved?}
    Approve -->|Yes| Deploy[๐Ÿš€ Deploy All Languages]
    Approve -->|No| Revise[๐Ÿ“ Revise Translation]
    Revise --> Review

    style Source fill:#2979FF,stroke:#0D47A1,color:#fff
    style Deploy fill:#00C853,stroke:#00796B,color:#fff

๐Ÿ“‹ Enhanced Schema.org Model

Planned Structured Data Enhancements

Schema TypeCurrentFuture
Organizationโœ… BasicEnhanced with service offerings
WebPageโœ… BasicWith dateModified tracking
FAQPageโœ… ImplementedExpanded to more pages
BreadcrumbListโœ… ImplementedEnhanced with multilingual breadcrumbs
ServiceโŒ MissingAdd consulting service descriptions
SoftwareApplicationโŒ MissingAdd for open-source projects
HowToโŒ MissingAdd for security implementation guides

๐Ÿ”’ Data Security Enhancements

SRI Hash Management

All static resources will include Subresource Integrity hashes:

<link rel="stylesheet" href="styles.css"
      integrity="sha384-oqVuAfXRKap7fdgcCY5uykM6+R9GqQ8K/uxy9rx7HNQlGYl1kPzQho1wx4JwY8w"
      crossorigin="anonymous">

Classification Updates

Future data types and their planned classifications per Hack23 Classification Framework:

Data TypeConfidentialityIntegrityAvailability
Translation StatusPublicLowStandard
Performance MetricsInternalMediumStandard
SRI HashesPublicHighHigh

๐Ÿ“‹ ISMS Compliance

Future data model enhancements align with: