ForgeScaler is a memory-driven, DevOps-inspired OS purpose-built for edge AI nodes like VaultScaler One (Jetson Orin NX) and VaultScaler Micro (Raspberry Pi 5). It orchestrates real-time facial recognition, threat detection, and intelligent alerting — all offline-first, with secure OTA update pipelines and full observability.
Unlike cloud inference systems, ForgeScaler runs fully on-prem. Logs are journaled to `.jsonl`, updates are cryptographically signed, and model execution remains sovereign and local.
Most AI systems require the cloud to function — leaking metadata, enabling surveillance, and breaking down during outages. ForgeScaler rethinks this stack: a self-contained orchestration layer that works without the internet, respects privacy, and enables true operational ownership.
This is not just DevOps. This is RecursiveOps — infrastructure that reflects on itself, version-controls its memories, and evolves alongside its operators.