FUTURE_DATA_MODEL.md
April 8, 2026 ยท View on GitHub
๐ Hack23 Homepage โ Future Data Model
Enhanced Content Model: Planned Improvements
Content Architecture Evolution for hack23.com
๐ Document Owner: CEO | ๐ Version: 1.0 | ๐
Last Updated: 2026-02-20 (UTC)
๐ Review Cycle: Quarterly | โฐ Next Review: 2026-05-20
๐ท๏ธ Classification:
๐ Related Documentation
| Document | Focus | Description |
|---|---|---|
| ๐ Data Model | Data | Current content model |
| ๐ Future Data Model | Roadmap | Planned enhancements (this document) |
| ๐๏ธ Architecture | C4 Model | Current system architecture |
| ๐ Future Architecture | Roadmap | Architecture evolution plans |
๐ฏ Overview
This document outlines planned enhancements to the Hack23 homepage content model, focusing on improved structured data, automated translation management, and enhanced content organization.
๐ 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string status "complete|partial|outdated"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
}
๐ Enhanced Translation Model
Current vs Future Translation Management
| Aspect | Current | Future |
|---|---|---|
| Tracking | Manual status files | Automated translation status database |
| Quality | Human review | AI-assisted quality scoring |
| Staleness | Manual detection | Automatic staleness detection |
| Coverage | Per-file tracking | Per-section tracking |
Translation Pipeline Enhancement
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flowchart TD
Source[๐ English Source Changed] --> Detect[๐ Detect Affected Sections]
Detect --> Flag[๐ฉ Flag Stale Translations]
Flag --> Generate[๐ค AI Generate Drafts]
Generate --> Review[๐ค Human Review]
Review --> Approve{Approved?}
Approve -->|Yes| Deploy[๐ Deploy All Languages]
Approve -->|No| Revise[๐ Revise Translation]
Revise --> Review
style Source fill:#2979FF,stroke:#0D47A1,color:#fff
style Deploy fill:#00C853,stroke:#00796B,color:#fff
๐ Enhanced Schema.org Model
Planned Structured Data Enhancements
| Schema Type | Current | Future |
|---|---|---|
| Organization | โ Basic | Enhanced with service offerings |
| WebPage | โ Basic | With dateModified tracking |
| FAQPage | โ Implemented | Expanded to more pages |
| BreadcrumbList | โ Implemented | Enhanced with multilingual breadcrumbs |
| Service | โ Missing | Add consulting service descriptions |
| SoftwareApplication | โ Missing | Add for open-source projects |
| HowTo | โ Missing | Add for security implementation guides |
๐ 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 Type | Confidentiality | Integrity | Availability |
|---|---|---|---|
| Translation Status | Public | Low | Standard |
| Performance Metrics | Internal | Medium | Standard |
| SRI Hashes | Public | High | High |
๐ ISMS Compliance
Future data model enhancements align with:
- ๐ Secure Development Policy โ SRI integrity requirements
- ๐ Information Security Policy โ Data management standards
- ๐ Cryptography Policy โ Hash algorithm standards