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| Quarter | Milestone | Description | |---------|-----------|-------------| | Q3 2026 | | Integrates a lightweight neural‑network predictor for workload arrival patterns, improving proactive scaling. | | Q4 2026 | Edge‑Only Mode | Allows the control plane to run completely on a cluster of edge nodes, eliminating cloud dependency for isolated deployments.