Index of Research

Rigorous editorial deep dives into market microstructure, quantitative trading strategies, and the engineering behind Alphio.

Financial Analysis

How to Size Stops and Max Drawdown When Copy Trading

Learn how to size stops and max drawdown for crypto copy trading: per-trade risk, per-lead budgets, portfolio circuit breakers, and cooling-off rules.

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Financial Analysis

How to Set a Budget Cap for AI Trading Agents and Copy Trade

Learn how to set hard budget caps for AI trading agents and copy trading: per-trade, daily, portfolio, and drawdown circuit breakers.

AI trading agent budget,copy trading budget cap,trading agent risk limits,drawdown circuit breaker,position limits
Financial Analysis

Self-Custody vs Exchange Custody for Copy Traders

Compare self-custody, exchange API, and custodial copy wallets for crypto copy trading—what each protects, what it doesn’t, and how to choose.

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Financial Analysis

Risk Checklist Before Copying an AI Trading Strategy

A practical risk checklist before copying an AI trading strategy: mandate clarity, external budget caps, custody, data sanity checks, and kill criteria.

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Financial Analysis

Checklist: Red Flags in Social Trading Apps

A practical red-flag checklist for social trading apps: fake track records, custody issues, gross-only ROI, urgency sales, and live execution warnings.

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Financial Analysis

Position Sizing Checklist for Social and Copy Trading

A practical position sizing checklist for social and copy trading: pro-rata vs fixed size, leverage caps, correlation limits, and drawdown gates.

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Financial Analysis

How to Evaluate a Hyperliquid or On-Chain Copy Vault

A checklist to evaluate Hyperliquid-style on-chain copy vaults: permissions, leader metrics, sizing modes, margin, and operational red flags.

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Financial Analysis

How to Evaluate Fees, Slippage, and Execution in Copy Trading

A checklist to evaluate fees, slippage, and execution in crypto copy trading—so you judge follower net returns, not gross leaderboard ROI.

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Financial Analysis

How to Evaluate Crypto Custody Before Copy Trading

A practical checklist to evaluate crypto custody before copy trading or AI agents: permissions, hot sleeves, revoke tests, and budget caps.

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Financial Analysis

Netflix Q3 2026 Deep Dive: Beat the Quarter, Lose the Narrative — Ads Cut to ~$2.7B

Narrative sell-side deep dive into Netflix Q3 2026: EPS beat, ad guide cut to ~$2.7B, margin path, India engagement, buybacks, Needham downgrade, and falsifiable 2027 watchpoints.

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