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From a technical standpoint, the implementation is flawless. Members join with natural delays (gaussian distribution), engagement follows circadian patterns, and the API calls come from residential IPs. Telegram's anti-spam doesn't flag anything. Impressive infrastructure. Using for 4 channels now