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Understand the market before you trade it

Plain-English notes on how systematic research works, how to judge risk, and what SEBI's rules mean for you. Education only, never tips.

A stock chart on a laptop screen
Research · 7 min read

Why most backtests look better than reality

Why trading backtests flatter results: overfitting, missing costs, look-ahead and survivorship bias, small samples, and the tests that catch…

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A phone in front of a falling and rising stock chart
Risk · 6 min read

Drawdowns: the number that decides if you stay

What a drawdown is, why a 50% fall needs a 100% gain to recover, and how to size positions so you can sit through the bad…

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A desk with printed charts and a smartphone
Regulation · 7 min read

SEBI's algo trading rules for retail investors, explained

SEBI's retail algo framework, mandatory from 1 April 2026, in plain English: broker-hosted algos, Algo IDs, black box rules and the 10 OPS…

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An exchange tower in Mumbai
Investor protection · 5 min read

How to check if a research analyst is SEBI-registered

Verify a SEBI-registered research analyst in five steps: the INH number, SEBI's list, @valid UPI handles, SEBI Check, fee rules and red…

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