TRAXR · Architecture

TRAXR Architecture

XRPL-native data ingestion, deterministic scoring, and progressive infrastructure rollout.

Architectural Overview

TRAXR is designed as a read-only, deterministic analytics system built specifically for XRPL AMM mechanics. The architecture prioritizes correctness, reproducibility, and incremental rollout over premature real-time complexity.

Continuous read-only architecture · no signing · no custody

Core Data Pipeline

XRPL Data Ingestion
AMM pools, trustlines, issuer flags, and ledger metadata are ingested via XRPL-compatible sources.
Normalization Layer
Raw XRPL data is normalized into deterministic, XRPL-native metrics suitable for scoring.
Scoring Engine
Pools are evaluated using a multi-dimensional scoring model, producing a stable Safety Score and CTS-style node mapping.
Presentation & Distribution
Scores are surfaced via dashboard UI and future API endpoints for ecosystem integrations.

Read-Only by Design

TRAXR never signs transactions, never interacts with wallets, and never custody assets. All components operate in strict read-only mode against XRPL data.

Current MVP Architecture

Third-party XRPL data sources (bootstrap layer)
Snapshot-based ingestion (manual refresh)
Local cache for scoring and UI validation
No real-time streaming or WebSocket dependency

Roadmap to Native XRPL Infrastructure

TRAXR-operated XRPL indexer
Direct ledger reads and subscription-based ingestion
Automated refresh and historical replay
Real-time scoring and alert propagation
Public read-only API for ecosystem integrations

Design Principles

Determinism over heuristics
Infrastructure before UI polish
XRPL-native semantics
Incremental, auditable rollout

ℹ️ Architecture is introduced incrementally. MVP components are intentionally constrained to reduce systemic risk during early deployment.

Know the system. Know the risk.