Kamla 学院
文章
关于交易、风险与公开验证的简短而诚实的指南。没有承诺，只有数学。
What is swing trading (and why you don't need to watch the screen all day)
If you've tried "trading" before and quit because it felt like a second job, the problem may not have been your discipline. It may have been the wrong time horizon.
阅读文章Paper trading: why every serious system starts with fake money
"If your system is so good, why is it still trading with pretend money?"
阅读文章How to evaluate a track record (and the 5 ways people fool you with one)
Every strategy seller has a chart that goes up. Your job, before trusting anyone with a cent, is to figure out what was cut out of the chart.
阅读文章Risk-on or defensive? What a market 'regime' is and why it changes everything
There are days when "buying the dip" works, and months when it's the recipe for losing everything slowly. The difference has a name: market regime.
阅读文章Drawdown: the number that matters more than return
Two systems returned 30% over the past year. The first was never down more than 6%. The second went through a 45% decline before recovering. Same result? Only on paper.
阅读文章What a trading AI is (and what it CANNOT do)
"AI that trades" has become the favorite label of half the schemes on the internet. It's worth separating what the technology actually does from what the marketing promises.
阅读文章BYOB: why you should never hand your funds to a bot
There is a red line separating legitimate automation services from schemes on a countdown: where your money lives.
阅读文章Kill switch, stops and caps: anatomy of automated risk control
The wrong question about automation: "how much can it make?". The right question: "what stops it from ruining me on a bad day?" An automated execution system worthy of the name...
阅读文章What is a signal worth? Win rate, profit factor and honest math
"We win 85% of our trades!" is the favorite line of people hoping you can't do math. Let's do the math.
阅读文章Why we publish the red days (the economics of trust)
Every day, at market close, we publish the result of Kamla's brain. On green days it's easy. The decision that defines us is publishing on the red ones.
阅读文章Alpaca in 10 minutes: create your practice account and connect your keys
Alpaca is a US broker with a rare trait: it was built to be connected to software (API-first) and offers free practice accounts with real market data. That's why Kamla works wit...
阅读文章From paper to live: the responsible path (and where we are on it)
The most frequent question we get: "when will Kamla trade real money?" The short answer: when the public record justifies it, and not a day sooner. This article explains the pat...
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