TheDuckTrader cover

Cloud-native trading automation, with production-grade monitoring.

Multi-exchange trading stack built with Python and Rust, containerized with Docker, backed by PostgreSQL and deployed on AWS. Designed for reliability, traceability and real-time visibility via Prometheus/Grafana and Sentry.

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Highlights
Multi-exchange integration

API connectivity layer with robust logging and operational diagnostics.

Observability-first

Prometheus metrics + Grafana dashboards/alerts, Sentry for error tracking.

Real-time notifications

Telegram bot for instant alerts, metrics on-demand, and kill switch controls.

Built for iteration

Workflow designed to support safe deployments and continuous improvement.

Execution
Strategy pipeline

Automated execution with a focus on controlled operations and traceability.

Data
PostgreSQL backbone

Persisted state, events, and audit-friendly records for analytics.

Ops
Monitoring & alerting

Dashboards and alerts to surface anomalies and reduce time-to-diagnose.

Real-time Monitoring via Telegram

ℹ️ Note: The Telegram bot is a private monitoring tool for system operators. It provides real-time alerts, on-demand metrics queries, and emergency controls via Telegram commands.

Notifications
Instant alerts

Real-time notifications for critical events: position changes, funding received, risk alerts, system status updates, and emergency conditions.

On-demand metrics
Query anytime

Request real-time metrics via Telegram commands: P&L, positions, funding rates, risk metrics, and system health. Get instant responses with current status.

Control
Kill switch & controls

Emergency controls available via Telegram: close all positions, system status checks, and manual interventions. Full operational control from anywhere.

Architecture

Service
Execution

Python/Rust services for strategy & order handling.

Storage
PostgreSQL

State, trades, telemetry and event logs.

Observability
Prom/Grafana

KPIs, dashboards and alerting.

Quality
Sentry

Error tracking and operational diagnostics.

Operational Metrics

Reliability
Test Suite

283/283 tests passed (100% success rate)

Scale
Services / Dashboards

5 Docker services · 2 Grafana dashboards

Performance
API latency

/health optimized: -90% latency, /metrics: -92%