E

edge-computing

OpenDiagnose is an open-source, AGPL-3.0+ modular diagnostic system that turns real-world visual input into structured, actionable repair guidance. Using wearable or edge-connected vision hardware, interchangeable AI models, and domain-specific knowledge packs, it identifies faults across mechanical, electrical, agricultural, and infrastructure systems. Designed as a commons-driven platform, it separates hardware, software, and diagnostic logic into replaceable modules so the system can evolve without vendor lock-in or closed components. https://roxanneardary.com/opendiagnose/

OpenFabric is an open, modular Hardware Abstraction Layer specification that provides a universal device layer for edge computing environments. It enables software applications, AI systems, and automation platforms to interact with diverse hardware through standardized capability-based interfaces, creating a flexible foundation for interoperable, vendor-neutral device ecosystems. https://roxanneardary.com/openfabric/

Transitio is an open specification for securely transitioning from cloud computing to Edge AI. It provides a modular, vendor-neutral framework for workload migration, distributed intelligence, hardware abstraction, security validation, and human-governed infrastructure evolution. https://roxanneardary.com/transitio/

SynchroFab is an open-source, AI-driven smart factory platform (EC4P) that integrates edge-cloud intelligence, adaptive robotics, IoT, and sustainability features. Designed for modularity and continuous improvement, it enables factories to self-optimize, collaborate safely with humans, reduce environmental impact, and innovate autonomously. https://roxanneardary.com/synchrofab/

ESP32-S3 firmware platform: FreeRTOS multi-task architecture, BLE protocol, OTA recovery, tiered persistence, and on-device ML inference