Zero-allocation Rust engine for predictive telemetry anomaly detection using Topological Data Analysis (TDA). Tracks Betti-1 voids and Euler Characteristic Surface gradients across live data streams to detect structural instability before time-series thresholds fire. Secured with AES-256-GCM, HMAC-SHA256 TCP auth, and Prometheus metrics.