A Story of Incremental Transition A prudent path from demo to live is incremental. Start with conservative capital allocations, run systems in shadow-mode against live price feeds, and iterate based on real-world performance. Treat each deployment as a staged experiment, not a final verdict. Over time, as robustness, metrics, and discipline align, code that once lived in a demo sandbox can become a reliable agent in live markets.
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: Many scripts offered on platforms like Telegram or TikTok are designed to steal your login credentials or inject malware into your browser. A Story of Incremental Transition A prudent path