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ENGINEERING UPDATES & DATA LOG

PLATFORM CHANGELOG

Transparent log of versioned updates, mathematical model audits, and active Patch 13.06 database synchronizations across VloPedia.

DATABASE SYNCED: OCTOBER 2026
Active Patch: Patch 13.06Integrity: 100% Verified
v1.4.0September 4, 2026
Active Release

Stabilize & Measure Architecture: Data Coverage, GSC Opportunity Engine & Search Satisfaction

Shifted platform architecture into the Stabilize -> Measure -> Grow milestone with automated data auditing and tactical lifecycle completion.

Key Deliverables:
  • Entity Data Coverage Auditor: Granular completeness matrix across core stats, abilities, meta tiers, synergies, counters, and lore for all canonical entities.
  • Google Search Console Telemetry & Opportunity Scoring: Mathematical model prioritizing high-yield pages (Impressions × Rank Potential × Content Gap × Click Potential).
  • Search Satisfaction Engine: Lightweight feedback tracking (👍 / 👎) and content gap queries to steer the editorial roadmap.
  • Match Command 5-Stage Lifecycle: Added Stage 5 Post-Match Review with rules-based tactical diagnostics (Strengths, Problems, Recommendations) and match logging.
  • Followed Entity Live Feed: Real, verified update alerts for followed agents, weapons, maps, and lore dossiers on My VALORANT.
v1.3.0September 3, 2026
Core Data Moat

Knowledge Graph v2, Centralized Source Registry & Zero-Fake Fallback Contracts

Refactored graph traversal to enforce explicit directionality and strict zero-fake-fallback provenance contracts.

Key Deliverables:
  • Canonical EntityResolver: Robust slug resolution without uppercase mutations.
  • Centralized Source Registry: Public registry mapping telemetry endpoints, VCT pro match datasets, and Radiant Desk analysis.
  • Explicit Relationship Directionality: Strict separation between DIRECTED counterplay and UNDIRECTED synergies.
  • Public Data Sources & Mathematical Models: Detailed disclosure of aim kinematics (0.07° yaw constant) and recommendation confidence algorithms.
v1.2.0September 2, 2026
Tactical Tools

Data Trust Engine, Patch Impact Ripple & Match Prep Companion

Introduced field-level data trust badges, automated patch impact ripple analysis, and persistent match session planning.

Key Deliverables:
  • Data Trust Badges: In-context provenance badges on every entity and weapon page.
  • Patch Impact Engine: Dependency ripple analysis detecting decaying content across guides and tier lists.
  • Match Prep Companion: Pre-round buy directives and map-specific opening strategies.
v1.1.0September 1, 2026
Personalization

My VALORANT Personal Command & Natural-Language Intent Search

Shipped personal player setup customization, cloud synchronization, and natural-language search command parsing.

Key Deliverables:
  • My VALORANT: Personal loadout, DPI/sensitivity calculator, and shareable setup links.
  • Natural-Language Search: Direct answer boxes for queries like 'best controller on ascent', 'vandal vs phantom', and aim kinematics.
  • Comprehensive Lore Archives: Chronological eras, verified canon status, and evidence citations.