# JC Yap (yjctech.dev) — Architecture & Engineering Profile > Personal engineering vault and production architecture documentation of JC Yap: Cross-Border Mobility Infrastructure & Deterministic AI Systems Architect. ## Core Philosophy & System Invariants - Fail-Closed by Design: Any anomalous pricing quote, state transition, or ledger mutation trips an immediate circuit breaker. Default to rejection over corrupt execution. - Evidence Over Inference: Autonomous agent decisions and ETL events must provide proof chains (SHA-256 cascade Merkle roots) before state commitment. - Grounded in Physical Reality: Systems are bound to physical constraints (geofence, border checkpoint crossing delays, currency exchange limits, driver shift boundaries). ## Key Production Systems ### 1. Autonomous Dynamic Pricing Engine - Architecture: 3-tier hierarchical evaluation (Base route calculation -> Supply/Demand surge matrix -> Dispatch leveling buffer). - Invariant: `MarginDelta >= -5.0% && CeilToNearest(10)`. - Stack: Rust, Tokio Async, PostgreSQL. - SLA: < 12ms p99 latency, 99.99% availability. ### 2. DataNexus Invariant Pipeline - Architecture: Zero-tolerance stream ingestion and nanosecond quarantine isolation. - Stack: TypeScript, Python, Redis, Immutable Append Ledger. - Metric: 0.00% dirty data leakage into cross-border reconciliation journals. ### 3. Route3 Stealth Browser Runtime - Architecture: Decoupled from traditional Chrome DevTools Protocol (CDP) to prevent anti-bot detection; uses UInt32LE length-prefixed streaming protocol. - Supported Hosts: 6 distinct runtime environments. - Stack: Chrome Extension Manifest V3, TypeScript, WebAssembly. ### 4. Synapse: Nightly Dream Cycle Engine - Architecture: WhatsApp-based bi-directional conversation collector + offline nightly cognitive distillation pipeline. - Logic: Dual-stage deduplication (Levenshtein token distance + embedding cosine similarity) synthesizing into 1,000+ Obsidian knowledge vault notes. - Stack: Python, WhatsApp Cloud API, Vector Embeddings, Obsidian Markdown. ### 5. Deterministic Dispatch Control Tower - Architecture: 51-state deterministic Finite State Machine (FSM) governing complete cross-border ride lifecycle. - Security: 4-tier role permission matrix (Passenger, Driver, Dispatcher, Risk Engine) + GPS hardware fence verification gates. - Stack: Go, Node.js, WebSockets, PostGIS. ## Architectural Specifications & RFCs - RFC-042: Fail-Closed 3-Tier Dynamic Pricing Specification - SPEC-089: Route3 Zero-CDP Browser Interception Protocol - RFC-116: 51-State Deterministic Mobility Dispatch FSM - METHOD-014: Zero-Touch Multi-Agent Orchestration & Dream Cycle ## Contact & Links - Website: https://yjctech.dev - Email: contact@yjctech.dev - GitHub: https://github.com/jc-yap89 - Bio CLI: `curl -sL https://yjctech.dev/bio`