//! @project       RoBustack-DL
//! @organization  CodeBush Collective
//! @license       GPL-3.0-only
//! ---------------------------------------------------------------------------
//! AI PROVENANCE & HUMAN-IN-THE-LOOP (HITL) METADATA:
//! - Prompt Engineering: Gemini 3 Flash (Strategy, Scoping & Context Tuning)
//! - Code Generation:   Gemini 3 Pro (Core Systems Engineering & Async Logic)
//! - Technical Review:  Claude 4.6 Opus (Security Audit & Idiomatic Refinement)
//! - HITL Verification: Collisio-Adolebitque - AA0614550BDC21F1 (Manual Audit & Final Validation)
//! ---------------------------------------------------------------------------
//! Verified Date: 2026-02-15
//! Integrity: GPG-Signed | HITL-Certified
