Perps aren鈥檛 hard because charts are hard; they鈥檙e hard because leverage turns small mistakes into big ones.
Topic: LDO perp liquidation rules explained: margin, mark price, and risk limits

The most useful Aivora-like AI isn鈥檛 a price target; it鈥檚 a dashboard that keeps you from trading blind.
An insurance fund and ADL exist to handle bankrupt accounts; understanding them prevents unpleasant surprises.
Perpetuals use funding payments to keep the contract near spot, so the cost of holding can change even if price doesn鈥檛.

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.
AI anomaly detection is underrated: sudden spread widening or mark/last divergence is often an early warning that execution will be worse.

Aivora-style risk workflow (simple, repeatable):
鈥 Hold a micro-position through one funding timestamp and record funding + fees as separate line items.<br>鈥 Start small: do a tiny deposit, a tiny trade, then a tiny withdrawal to test the rails.<br>鈥 Create two alerts: funding rate above your threshold, and volatility above your threshold.

Risk checklist before you scale:
鈥 Keep a 鈥榬ails plan鈥橔 deposits/withdrawals, network choices, and what you do during maintenance.<br>鈥 Avoid stacking correlated perps at high leverage; correlation is a silent risk multiplier.<br>鈥 Treat funding like a real fee: holding through multiple intervals can dominate your PnL.<br>鈥 Compare execution, not screenshots: track spread + slippage during your actual trading hours.<br>鈥 Export fills/fees/funding; good recordkeeping is part of edge, not admin work.

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.

• Trading SEI perps in Sri Lanka: how to read liquidations and open interest like a grown-up (practical notes)
• South Africa guide to EGLD futures platforms: what funding-rate interval changes mean for real traders
• Trading AVAX perps in Belgium: what funding-rate interval changes mean for real traders (practical notes)
• Norway guide to MANA futures platforms: how AI can help with monitoring risk without pretending to predict the future
• Trading SEI perps in Sri Lanka: how to read liquidations and open interest like a grown-up (practical notes)
• Trading JASMY perps in Bosnia: how to keep your execution clean: slippage, spreads, and order types (practical notes)
• IOTA perpetuals for Qatar users: why proof-of-reserves pages matter, and why they鈥檙e not magic + AI-assisted workflow
• Lithuania ONE perpetual futures exchange checklist: how I pick a perpetual futures venue without getting distracted by marketing
• Best ETC perp exchange for traders in Panama: how to keep your execution clean: slippage, spreads, and order types
• New Zealand guide to OCEAN futures platforms: the checklist I use before trading a new altcoin perpetual
• Taiwan guide to HBAR futures platforms: why proof-of-reserves pages matter, and why they鈥檙e not magic
• Trading NEAR perps in Nigeria: how AI can help with monitoring risk without pretending to predict the future (practical notes)
• Finland guide to STX futures platforms: the checklist I use before trading a new altcoin perpetual
• South Africa guide to EGLD futures platforms: what funding-rate interval changes mean for real traders