LLMs in Trading: Where They Actually Help (And Where They'll Blow Up Your Account)
A grounded assessment of where LLMs genuinely help in trading workflows vs where they fail dangerously. No hype, no doomscrolling — just honest signal vs noise.
Momentum vs Mean-Reversion: Which Strategy Actually Works on Nifty?
Data-driven showdown: momentum vs mean-reversion on Nifty & BankNifty. Learn when each regime dominates and how to stop picking the wrong one.
OpenAlgo vs Others
A practical, side-by-side lens on OpenAlgo vs Other approaches for Algo Trading in India.
Pine Script v6 Alerts → OpenAlgo: The Complete Step-by-Step Tutorial
Master Pine Script v6 dynamic alert messages that map directly to OpenAlgo's order API JSON format. Full tutorial with working code examples.
Stop Trading Fixed Lots: How Kelly Criterion Transforms Your F&O Risk Management
Fixed-lot sizing is silently destroying your algo PnL. Here's how Kelly Criterion and its fractional variants apply to Indian F&O trading.
Backtest NSE Futures Momentum in 50 Lines: A vectorbt Masterclass
Use Python's vectorbt to backtest a momentum strategy on NSE futures in under 50 lines — with realistic slippage, brokerage, and drawdown analysis.
Algo Traders Have Feelings Too: The Psychology Biases That Kill Systematic Strategies
Think algos eliminate emotion? Wrong. Algo traders face the same biases — at the strategy design and override stage. Here's how to fight back.