AlgoDevStudio
INSIGHTS & LOGIC.
Deep dives into algorithmic trading mechanics, market structure, and our development philosophy.
Why Retail Traders Fail
90% of traders lose 90% of their capital in 90 days. We analyze the 4 pillars of failure and how automation solves them.
Read ArticleMachine Learning Beyond Hype
Why predicting price is wrong. Feature engineering, stationarity, and avoiding look-ahead bias.
Read ArticleStatistical Arbitrage
Pairs trading, Co-integration vs Correlation, and Beta Neutrality. Finding the edge in spreads.
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Trading Journal Template
The boring habit that creates millionaires. Download our free Excel template or learn how to automate it.
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Mastering Option Greeks
Delta, Gamma, Theta, Vega. The mathematical variables that determine life or death in derivatives trading.
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Backtesting Metrics Decoded
Max Drawdown, Sharpe Ratio, Profit Factor... Understanding the math behind a robust trading strategy.
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Mastering Candlestick Patterns
A comprehensive guide to identifying Hammer, Shooting Star, and Engulfing patterns with algorithmic logic.
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SEBI's New Static IP Mandate
Understanding the new compliance requirement for algo traders. Why it's happening and how to get a Static IP.
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Python vs. Pine Script
Why serious algo traders eventually migrate from TradingView to Python. A deep dive into limitations and scalability.
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WebSocket vs. REST APIs
Stop polling for prices. Learn why event-driven architecture is critical for reducing slippage in volatile markets.
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Monitoring 500+ Symbols
A guide to Python's AsyncIO. How to scan the entire F&O segment in real-time without blocking your main thread.
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From Laptop to Cloud
Why your home internet is costing you money. The complete guide to moving your algo to AWS or DigitalOcean.
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Database for Tick Data
CSV files won't cut it. Why you need InfluxDB or TimescaleDB to manage millions of market data points efficiently.
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The Backtest Illusion
Overfitting, Look-ahead bias, and Slippage. Why your strategy makes millions in simulation but fails in live trading.
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Scaling Copy Trading
Using Redis Pub/Sub to replicate trades across hundreds of accounts with sub-millisecond latency.
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Automating Options Greeks
Moving beyond premium. How to use Black-Scholes and Dynamic Delta Hedging in your Python algorithms.
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Is Algo Trading Legal?
Navigating the complex landscape of SEBI regulations, API bridges, and retail algorithmic trading in India.
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The Math of Drawdowns
Why a 50% loss requires a 100% gain to break even. Position sizing strategies to survive the losing streaks.
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Building a Low-Latency OMS
How we engineered a custom Order Management System to handle 500+ orders per second using Python and Redis.
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The Psychology of the Kill Switch
Why externalizing discipline to a code-based Kill Switch is the single biggest upgrade for a discretionary trader.
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Optimizing for Speed
Techniques for reducing execution slippage in high-velocity scalping strategies on the Indian markets.
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