Automated trading sounds great, but I found a pitfall — too high a frequency can actually be risky. Making a trade every five minutes, honestly, feels a bit rushed.

Signal recognition isn't difficult; the hard part is executing the strategy. Even if you catch a reliable trading opportunity, operating according to such a super short cycle—slippage, transaction fees, market noise... these hidden costs will gradually eat into the profits.

More importantly, high frequency means high exposure. Every trade adds to the accumulation of systemic risk, and the market's random fluctuations often trap you in frequent operations.

So recently, I've been adjusting indicator parameters. The core idea is to reduce the operation frequency and improve the quality of each signal. Although this reduces the number of trades, the win rate and profit margin per trade actually increase. Safe and stable returns are much more realistic than chasing high operation frequency.