Understand the system before you automate it
Product and engineering notes about decision records, simulation, risk boundaries and account security. Each published article names its reviewer, sources and limits.
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Paper trading Product How explainable trading decisions work
Follow a CryptoMetric AI decision from historical candle data through a strategy template, model input, market-regime adjustment and risk checks.7 min readRisk Risk controls are limits, not guarantees
Understand what programmed stops, position sizing, daily limits and circuit breakers attempt to control — and where they can fail.7 min readSecurity Securing exchange API credentials
Reduce the impact of a compromised exchange key with minimum permissions, testnet-first setup, IP restrictions, monitoring and prompt revocation.7 min readPaper trading What paper trading can — and cannot — prove
Use simulation to inspect behaviour and find configuration errors, without mistaking a paper record for evidence of future returns.6 min read