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To evaluate API key security and trading automation objectively, the strongest evidence comes from continuous out-of-sample forward testing with logged execution slippage, latency, and strict risk guardrails rather than static historical backtests.
When applying automation to prop firm accounts, managing risk is critical because programmatic errors can instantly breach strict daily loss limits or consistency rules. Always verify that your API credentials use restricted permissions—such as disabling withdrawal access—and monitor your bot closely during volatile news events where automated fills can deviate significantly from expected execution prices.
How do you currently track your bot's execution logs and handle unexpected connectivity drops? Feel free to share your approach below!