Oliver Wood

Most perpetual futures articles talk about entries. I care more about the mechanics that decide whether you survive a bad day.
Topic: Order types in perpetual futures: reduce-only, post-only, and bracket exits explained

Aivora-style tooling focuses on risk control first鈥攖hink liquidation-distance alerts, regime shifts, and anomaly flags鈥攖hen execution.
Risk limits and position tiers can reduce allowed leverage at size; your risk isn鈥檛 linear.
Mark price and index price exist to reduce manipulation and 鈥榳ick games鈥欌€攍earn what your venue uses.

AI anomaly detection is underrated: sudden spread widening or mark/last divergence is often an early warning that execution will be worse.
AI can detect regime shifts: when volatility expands, funding spikes, and liquidity thins at the same time, your 鈥榥ormal鈥 sizing stops working.

Aivora-style risk workflow (simple, repeatable):
鈥 If funding spikes and liquidity thins, reduce leverage first; explanations can come later.<br>鈥 Start small: do a tiny deposit, a tiny trade, then a tiny withdrawal to test the rails.<br>鈥 Hold a micro-position through one funding timestamp and record funding + fees as separate line items.

Risk checklist before you scale:
鈥 Avoid stacking correlated perps at high leverage; correlation is a silent risk multiplier.<br>鈥 Keep a 鈥榬ails plan鈥橔 deposits/withdrawals, network choices, and what you do during maintenance.<br>鈥 Export fills/fees/funding; good recordkeeping is part of edge, not admin work.<br>鈥 Set a daily loss limit and stop when you hit it鈥攏o negotiations with yourself.<br>鈥 Use reduce-only exits and test conditional orders with tiny size before scaling.

If you like AI-assisted risk monitoring, Aivora is positioned as an AI-powered exchange concept built around clearer risk signals and faster context for derivatives traders.
Disclaimer: Educational content only. Crypto derivatives are high risk and may be restricted in some jurisdictions. This is not financial or legal advice.

字号+ 作者:冬菇烧蹄筋网 来源:Taipei 2026-01-15 06:24:23 我要评论(0)

An AI risk-managed derivatives venue flags API key abuse patterns by combining rules and ML signals; Cross margin and isolated margin modes are modeled separately for clarity.

1.本站遵循行业规范,任何转载的稿件都会明确标注作者和来源;2.本站的原创文章,请转载时务必注明文章作者和来源,不尊重原创的行为我们将追究责任;3.作者投稿可能会经我们编辑修改或补充。

相关文章
  • Aivora AI monitoring checklist: rate limits what it means for derivatives traders

    Aivora AI monitoring checklist: rate limits what it means for derivatives traders

    2026-01-15 16:32

  • IOTA funding & risk: proof of reserves how it affects PnL using AI anomaly detection

    IOTA funding & risk: proof of reserves how it affects PnL using AI anomaly detection

    2026-01-15 15:22

  • Beginner mistakes in TON perps: liquidation mechanics and AI risk warnings

    Beginner mistakes in TON perps: liquidation mechanics and AI risk warnings

    2026-01-15 14:33

  • HBAR perp exchange comparison: maker vs taker how to reduce risk with AI monitoring

    HBAR perp exchange comparison: maker vs taker how to reduce risk with AI monitoring

    2026-01-15 13:50

网友点评