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Home ada perpetual cross margin step by step AI Arbitrage Bots for Mantle Contracts Do They Really Work

AI Arbitrage Bots for Mantle Contracts Do They Really Work

Let’s keep it practical, not poetic. Focus: XMR contracts on Kraken.


Diary note

Rule for today: I don’t enter XMR on Kraken until I see a retest. If I’m impatient, I’m wrong.


ThingWhat to do
Choppy marketLower leverage, fewer trades, wait for clean levels.
Trending marketLet winners run, trail stop, don’t over-take-profit.
High fundingReduce hold time or wait for better entry.

What to log

  • Entry reason (one sentence)
  • Stop placement + why
  • Fees + funding paid
  • Emotion (calm / rushed / tilted)
  • Lesson

Insight: Common mistake: placing stops exactly on obvious levels. Fix it by slowing down and sizing smaller.


Funding, fees, and slippage can flip a “good” idea fast. Leverage is risky—use money you can afford to lose.


Wrap: Keep it boring and repeatable—your future self will thank you.

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.