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| Layer | Description | |-------|-------------| | | Real‑time pre‑emptive kernel (FreeRTOS‑Plus) with deterministic interrupt latency < 2 µs | | Edge‑AI Runtime | RCTD‑AI SDK (C/C++, Python bindings) with model optimizer, quantizer, and on‑device profiling tools | | Container Runtime | Lightweight OCI‑compatible container engine (Balena Engine) + support for Docker‑compatible images | | Orchestration | RCTD‑Orchestrator (K3s‑based) with built‑in device‑registry, policy engine, and over‑the‑air (OTA) update service | | Security Services | Secure Element driver, certificate manager, zero‑trust networking (ZTNA), blockchain‑based device identity | | Connectivity | MQTT‑5 broker, OPC‑UA server/client, REST/GraphQL gateway, CoAP, Thread & Zigbee stack (optional) | | Development Tools | VS Code extension, CLI ( rctdctl ), remote debugging (gdb server), CI/CD pipelines (GitHub Actions templates) | | Analytics & Visualization | Edge‑Analytics dashboard (React + Grafana), real‑time data streaming to cloud (Azure IoT Edge, AWS Greengrass, GCP IoT Core) |

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