17 posts tagged with "indicators"

A 4% rally on three times average volume tells a different story from a 4% rally on thin volume — but a price-only bot trades them identically. That's the gap volume indicators close. They answer the one question price alone never can: is this move backed by real participation? OBV, VWAP, MFI, and CMF each tackle the question differently, and all four are wired into VolatiCloud's Strategy Builder as first-class indicator nodes.

Every crypto trader has seen the same trap: an asset looks oversold on RSI, you enter long, and price keeps falling another 20%. RSI was below 30, the setup looked clean — but something was missing. In many of those cases, the missing piece is momentum confirmation within range. The Stochastic Oscillator was built specifically to answer the question RSI leaves open: is the current close near the bottom of recent action, or is it still falling relative to where it just was? This guide walks through the four core Stochastic signals, the K=14 / D=3 default settings, the EMA trend filter that turns it into a production-grade entry trigger, and how to wire all of it into a working bot inside VolatiCloud's Strategy Builder.

A stop-loss set at 5% below entry behaves very differently on a stable large-cap than on an asset that regularly swings 8% in a single session. Fixed percentage stops treat all assets identically — which means they're either too tight for volatile pairs (triggering unnecessary exits during normal fluctuation) or too wide for calm pairs (accepting larger losses than needed). Average True Range offers a better approach: a volatility-adjusted stop that automatically widens when markets are choppy and tightens when price action quiets down.

MACD is built from two EMAs, yet it produces three distinct trading signals that many traders use interchangeably without understanding what each one actually measures. The line crossover tells you one thing. The zero-line cross tells you a different thing. Histogram divergence tells you something else entirely. Confusing them leads to conflicting entries, misread exits, and backtests that look promising but fall apart in live trading. This guide separates the three MACD signals, explains the 12/26/9 default parameters and where they break, and shows how to wire each one into a working strategy in VolatiCloud's Strategy Builder.

Bollinger Bands are unlike most technical indicators because their geometry changes. RSI has fixed thresholds at 30 and 70. Moving averages have fixed periods. Bollinger Bands adapt to market volatility — widening when prices swing wildly, tightening when markets go quiet. That adaptive behavior is their greatest strength, and the reason most traders misuse them: a band touch in a calm market means something completely different from a band touch during a volatility breakout. This guide separates the two, walks through both the mean reversion and squeeze breakout setups in VolatiCloud, and shows the parameters that actually matter when you backtest.

Most profitable algorithmic strategies fall into one of two camps: they bet that prices will revert to an average, or they bet that a price move will keep going. RSI mean reversion belongs to the first camp. EMA crossover belongs to the second. The classic 12/26 fast-slow EMA pair has the advantage of being simple to backtest and almost trivial to encode visually — but it has well-documented failure modes (sideways chop, false breakouts) that any production deployment has to handle. This guide walks through building a crossover strategy in VolatiCloud, adding the 200-period EMA trend filter that materially improves win rate, and tuning the periods with hyperopt before live deployment.

"RSI below 30 is oversold — buy" sounds like a complete strategy until you actually trade it. Run that single rule on BTC/USDT through the May 2022 capitulation and you'd have entered seven losing trades while RSI(14) sat below 30 for 41 consecutive days. The signal was working exactly as designed; the problem is that "oversold" is not the same as "about to bounce." This guide walks through building a real RSI mean reversion strategy in VolatiCloud — period selection, fresh-cross filtering, stop-loss configuration, and the backtests that tell you whether the edge is real before any capital is at risk.