Algo Updates : SONY PullBack Pattern

This page provides a year-by-year overview of the continuous development and improvements made to my proprietary trading algorithm.

Each update reflects real-market experience, live trading feedback, and systematic research aimed at improving consistency, risk management, and long-term performance.

The algorithm is actively maintained and refined to adapt to changing market conditions rather than relying on static or over-optimized strategies


 2026 – Advanced Development Phase
In 2026, the algorithm focuses on advanced development and future-ready enhancements based on long-term live trading data.
  • Improved detection of changing market conditions
  • Enhanced adaptability during high-volatility environments
  • Refined internal performance monitoring logic
  • Optimized long-term capital growth behavior
  • Continued system refinement using real market feedback
This phase is designed to maintain sustainability and institutional-grade performance.


2025 – Precision & Consistency Phase
In 2025, the algorithm was refined to achieve higher precision and consistent performance, especially under strict trading rules.
  • Improved risk-per-trade calculation logic
  • Enhanced consistency under drawdown limitations
  • Optimized trade frequency control
  • Improved performance across Forex, indices, and metals
  • Reduced unnecessary exposure during uncertain market conditions
This update strengthened the algorithm’s suitability for funded and professional trading environments.


2024 – Automation & Scalability Phase
In 2024, the focus shifted toward full automation and scalability across multiple trading accounts.
  • Enhanced multi-account automation capabilities
  • Improved compatibility with different brokers and platforms
  • Added internal safety logic for abnormal market behavior
  • Optimized execution stability during high market activity
  • Improved long-term system reliability
This phase allowed the system to scale without increasing operational risk.


2023 – Market Adaptation Phase
In 2023, the algorithm was upgraded to better adapt to evolving market behavior and execution dynamics.
  • Introduced adaptive logic based on market structure changes
  • Improved trade entry and exit timing
  • Enhanced execution accuracy
  • Reduced sensitivity to slippage
  • Improved performance across varying market conditions
These improvements increased robustness across different market phases.


2022 – Risk & Stability Phase
In 2022, the primary focus was strengthening risk management and overall system stability.
  • Enhanced drawdown protection mechanisms
  • Improved stop-loss and take-profit logic
  • Added volatility-based trade filtering
  • Reduced overtrading in low-quality market conditions
  • Improved performance during news-driven volatility
This phase significantly improved capital protection.


2021 – Foundation Phase
In 2021, the core foundation of the trading algorithm was designed and deployed in live market conditions.
  • Developed the primary trade logic
  • Implemented rule-based market filters
  • Introduced fixed risk control parameters
  • Began live forward testing on real accounts
  • Focused on consistency over aggressive growth
This year established the base for all future development.