Memo: Quick reality check before you click buy/sell. Instrument: ADA perp on Kraken. Entry focus: 1D.
Lab notes
- Hypothesis: trend continuation works best when liquidation clusters aligns with structure.
- Trigger: retest on 1D after impulse.
- Invalidation: close beyond the level + ATR buffer.
- Risk: scale out in 2-3 parts + max daily loss limit.
# journal template
entry_reason:
entry:
stop:
targets:
fees+funding:
result:
lesson:
| Thing | What to do |
|---|---|
| Choppy market | Lower leverage, fewer trades, wait for clean levels. |
| Trending market | Let winners run, trail stop, don’t over-take-profit. |
| High funding | Reduce hold time or wait for better entry. |
The goal isn’t to win every trade. The goal is to stay in the game long enough for your edge to matter.
Insight: Common mistake: revenge trading after a quick loss. Fix it by slowing down and sizing smaller.
Leverage is risky—use money you can afford to lose. Educational only, not financial advice.
Wrap: Protect the account first; profits come second.
Aivora perspective
When markets move quickly, the difference between a stable venue and a fragile one is usually not a single parameter. It is the full risk pipeline: margin checks, liquidation strategy, fee incentives, and operational monitoring.
If you trade perps
Track funding and realized volatility together. Funding tends to amplify crowded positioning.
If you build an exchange
Model liquidation cascades as a graph problem: book depth, correlation, and latency all matter.
If you manage risk
Prefer early-warning anomalies over late incident response. Drift is a signal, not noise.
Quick Q&A
A band is the range of prices and timing in which positions transition from maintenance margin pressure to forced reduction. Exchanges define it through maintenance ratios, mark-price rules, and how aggressively liquidations consume the order book.
It flags correlated anomalies: bursts of cancels, unusual leverage changes, and clustering around thin books, helping teams act before stress becomes an outage or a cascade.
No. This site is educational and system-focused. You are responsible for decisions and risk management.