TickStock.ai
Home of TickStockSuperAlgo

Production Systems
Live Market Data

TickStockSuperAlgo runs production systems with live market data and full operational governance for US equities and ETFs. Built with clean architecture, institutional-grade risk management, and backtest-to-live parity from day one.

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Clean Architecture & Modularity
Strict ABC interfaces across data, signals, risk, execution, and storage for long-term maintainability.
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AI-Augmented Delivery
Specialized AI agents orchestrated across the full SDLC — architecture, implementation, testing, security, and documentation — with integrated CI/CD and strict human-defined governance.
High-Performance Data Systems
Vectorized Polars processing and fully asynchronous design with TimescaleDB for large-scale market data.
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Production Reliability
Backtest-to-live parity with zero-fault paper trading validation and exact broker reconciliation. Deterministic pipelines and bit-identical governance ensure zero drift between research and live execution.
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Rigorous Engineering Practices
Nearly 5,000 automated tests, bit-identical governance, and deterministic pipelines delivering zero drift between backtest and live execution.
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Quantitative Risk & Execution
Volatility-adjusted sizing, regime-aware controls, sector/heat limits, and production execution logic.

AI-Augmented Delivery

Specialized AI agents were orchestrated across the full SDLC — architecture validation, implementation, testing, security review, and documentation — with integrated CI/CD pipelines and strict human-defined governance. By treating AI as a structured engineering team with defined roles and review gates, we delivered a complex, high-reliability trading platform at a pace and quality level that would be difficult to achieve through traditional means alone.

This approach enabled rapid iteration while preserving full architectural integrity, production stability, and complete test coverage. All governance decisions and final approvals remained under direct human control throughout.

v2.0.0 Locked & Running in Production
Production Validation with Live Market Data
AI-Augmented SDLC

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