AKMaasif / Meta-Ai-Global-Hackathon-Ran-Sentinel-

What it does

• Verified investigation. Every diagnosis passes a verifier the agents cannot skip. The agent pauses to ask a field engineer when the data cannot settle a cause, keeps a living plan, works one tool per turn, resumes from its last step after a
• Six Meta models, each with one job. Muse Spark 1.3, 1.2 and 1.1, Muse Wonder 1.0, SAM 3.1 and Muse Voice Transcribe 1.0, plus Open M-Plane and Maveric.
• Safety first. nine fixed safety rules, a digital twin, five bounded agent loops, and NETCONF confirmed-commit with automatic rollback.
• Detection benchmarked on the open TelecomTS dataset.
• Customer side. plain-language network updates, a hands-free voice agent that operates the app (details), and a help center with support requests.