# Why Might a Once-Effective Strategy Gradually Stop Working?

If a trading strategy has delivered profits consistently, why might it start losing frequently a few months later, or even after a longer period?

Has the market changed, or is there a problem with the strategy itself?

This question is especially worth considering in digital asset markets. Market participants, liquidity, volatility structures, and trading behavior can all change. Opportunities that could be captured in the past may not last forever.

**A strategy’s past effectiveness only shows that it performed well under specifi

YOUR ACCOUNT CHANGED. SEND YOUR MESSAGE AGAIN

Tonight at 21:30, October nonfarm payrolls and unemployment rate data are due. The expectations in this set of figures show a striking contrast.

First, nonfarm payrolls: the previous reading was just 29k due to hurricanes and strikes, while this time the forecast is 65k. Although that’s more than double, 65k is actually not particularly high by normal U.S. economic data standards. Tonight, the key may not be how strong the number is, but how much it has recovered.

Next, the unemployment rate: the forecast of 4.20% is unchanged from the previous reading, reflecting the market’s relatively ste

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ETH Drops 5.5% And More: Ethereum Falls Toward $2,200 As Tech Selloff Spills Into Crypto

Ethereum is under pressure today and the numbers are verified.

Ethereum current price 2226.07, down -8.10 percent, open 2422.41, high 2427.10, low 2206.28. Ethereum fell 6.93 percent as near-term selling pressure intensified. Ethereum fell almost 8 percent toward $2,200. ETH trades at $2,242.97, down 7.37 percent over 24 hours. Ethereum tumbled 7.80 percent to $2,233.79. Ethereum is trading at $2,232.49, down 7.96 percent. Ether -6.61 percent. Ethereum price today $2,230 drops 7 percent

GM chat <3
Have a good Friday!

Exchanges forced $910.7M of leveraged crypto bets shut on Nov 5, and those betting on higher prices carried 89.4% of it, $BTC and $ETH most of all. The heaviest day in our current window was Oct 8 at $946.1M.

The snow is falling so quietly~
Today my bestie gave me a talking-to:
She said I’m always checking the markets,
and keeping up with world affairs,
so boring!😹
Go do something “unlike you”!
Life’s too predictable,
and you slowly lose your spark…
I do feel like I’m becoming more and more like a man
I don’t even enjoy dressing up and taking photos anymore…😅

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GM Fam
Stay Bullish

$BTC fell 5.95% in the 24 hours to Nov 6, yet order flow was among the least one sided in 90 days. US traders have bid below the global price for 62 straight days. On $ADA , leveraged longs were forced out as open bets shrank 12.9%.

I'm so fed up! When U.S. stocks crash, you crash along with them; when U.S. stocks rise, I never see you move! The ChiNext plunged today, and trading volume was cut by more than half. When will this lousy market ever end! 😭💢

How should trading strategies be adjusted when market conditions change?

In the previous article, we discussed how to identify changes in market conditions.

But identifying that the market has changed is only the first step.

What truly determines trading results is what you do next.

When a trending market turns into a ranging market, a strategy that was previously effective may start triggering stop-losses frequently; when market volatility suddenly increases, even if you correctly predict the direction of a trade, you may still suffer losses due to an oversized position, increased slippag

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# How to Build a Trading Strategy Evaluation Checklist That Suits You?

Earlier, we discussed why trading strategies fail, why backtest profits do not guarantee live-trading profits, and how strategies should be adjusted when market conditions change.

But all these questions ultimately converge on a more practical one:

**What criteria should we use to decide whether a trading strategy is worth continuing to use?**

Many traders are accustomed to looking at a few straightforward numbers: returns, win rate, and maximum drawdown.

These metrics are indeed important, but looking at any one of th

What Is a Stop-Loss Order? Why Is Setting a Stop-Loss Important, Yet No Guarantee You’ll Exit at the Expected Price Every Time?

In cryptocurrency trading, no one can always accurately predict price movements. The purpose of a stop-loss is not to ensure that a trade never loses money, but to limit risk in advance when the market moves against expectations and prevent losses on a single trade from continuing to grow. However, a stop-loss is not absolute protection; in extreme market conditions, execution slippage can still occur.

First, what is a stop-loss order?

A stop-loss order is a tradin