A multi-device, multi-clone automation engine designed to execute large-scale Instagram actions intelligently using phones, time slots, and dynamic scheduling.
This system performs Instagram actions such as likes, saves, comments, and combined interactions across multiple Android phones and multiple Instagram clones per device. Tasks are fetched automatically from an external SSM panel and executed in a controlled, scalable, and fault-tolerant manner.
The purpose of this system is to automate large-scale Instagram execution across real devices while maintaining scheduling control, clone isolation, and recovery handling. Its scope includes order ingestion, job splitting, device and slot allocation, execution tracking, fallback routing, and warm-up automation.
The architecture combines an external order ingestion layer, a local execution database, and a scheduler-driven automation engine. Time-slot logic assigns each clone controlled execution windows, and fallback routing moves failed jobs to other available clones without repeating interactions.
Designed for social media marketing teams and automation specialists who need reliable, large-scale Instagram execution across real devices while maintaining safety, isolation, and consistency.