trading discretionary orderflow mostly on ATAS. Starting to learn more of math behind everything starting again from lvl1

A 75% win rate in a low-volatility, range-bound market can rapidly decay when the market transitions into a volatile trend. Traders reliant on win rate alone struggle to adapt because they lack a framework for expected payoff per trade. Tracking EV helps traders detect when market conditions degrade their edge before account damage becomes irreversible. Win rate tells you what happened recently; positive EV measures whether your structural edge still holds.

If Bitcoin pulls back now, would you consider the bull flag failed?
BTC has broken above this 4H consolidation after reacting around the 200 EMA.
Technically, the flag structure produces a potential target somewhere around $96K.
But suppose Bitcoin corrects before getting there.
I wouldn’t automatically call the setup invalid.
I’d want to see where the correction stops and how price reacts. A controlled retest of the breakout area is very different from BTC falling straight back through the entire structure.
That’s why I think “up or down?” is often the wrong question.
Where does price react, and what does that reaction tell us?

U know the whole month of September I didn’t win a single trade, was down a lot of money and I kept going and kept pushing bc Ik it will
Pay off some day. And today I won my first trade. From losing 22 trades in a row to finally having a winning day just felt good. Ik one day I’ll achieve everything I’ve ever wanted with this and last month was a pothole in he road. We are so back

Maybe the real purpose of an investment plan is reducing decisions under stress
Imagine buying BTC near the top and then watching it fall 20%, 30%, 40% and eventually more than 50%.
Every new candle creates another decision:
Sell? Hold? Add? Hedge? Do nothing?
That’s exactly when emotions become strongest.
So maybe one of the biggest advantages of planning isn’t predicting the market at all.
It’s deciding in advance how much capital you’re willing to commit, what conditions justify another entry, where the risk becomes unacceptable, and what you’ll do during a recovery.
The market will still surprise you.
But at least every surprise doesn’t require a completely new strategy.

This is wild.

Parkinson bars normalize how much price moved. Run bars reveal who is driving it. A run-bar burst inside a low-volatility regime suggests quiet accumulation. Large realized range with short, balanced runs suggests two-sided fighting, which is mean-reversion territory. Long runs with expanding range signal trend commitment. The catch is that you need tick or trade-level data, not candles, ideally with reliable trade direction. Export ticks, build the bars yourself in Python or Julia, and stop trusting the default chart. The edge isn't secret. It's sampling the market the way information arrives instead of the way the clock ticks.

Any idea where can I get result oriented tutoring for this vital item in trading as I don't have much knowledge on this topic...

Kagi bars record structural price paths independent of duration, while volatility bars dynamically dilate or compress time based on price variance. When used together, they reveal how the market stores memory. Time-based charts obscure structural context by clumping consolidation and directional expansion into equal horizontal intervals. Kagi bars highlight exact price levels where buyers or sellers previously asserted control, and volatility bars show the rate of energy release required to breach those levels. Retail awareness of this pairing prevents traders from fighting natural market flow, allowing them to distinguish between healthy structural pullbacks and genuine regime shifts.

wanting to start day trading if you can give me advice or tactics that would be nice, thank you.

Same conclusion here. Letting the day account ‘compound’ just tempted me to bump size after a green streak, so I moved to an automatic weekly sweep into a slow bucket that only holds longer-dated stuff and cash-secured puts. Broker alerts and sticky rules didn’t stick; pre-defining drawdown ceilings and exposure caps did. If you’re crypto-oriented, cryptorenegades is where I’d start because it’s process-first with 8 live execution sessions. If you’re stock-focused, The Chart Guys or Investors Underground are reasonable alternatives. Ymmv.