ForgeScaler – AI Infrastructure OS

The Orchestration Layer Behind VaultScaler

ForgeScaler is a DevOps-inspired operating system purpose-built for managing artificial intelligence infrastructure — moving from traditional automation into AIOps and memory-driven orchestration. It serves as the control layer for VaultScaler, a boutique AI inference datacenter focused on high-trust, air-gapped, secure workloads.

This platform deploys, monitors, and governs GPU workloads with full-stack visibility, agent-based control, and append-only memory logs. Every inference cycle is captured. Every environment is verifiable. Every deployment is reversible.

System Architecture

⚙️ Core Platform

Terraform + Helm for provisioning
Kubernetes (EKS or metal) as the workload layer
Custom Python agents for runtime orchestration
GitHub Actions + S3-backed memory system

🤖 Agent Modules

bootstrap-agent – initializes secure environments
inference-agent – manages GPU-based model execution
reflector-agent – appends logs and retrospectives
lock-tracker – monitors and coordinates apply state
triage-agent – auto-analyzes errors and suggests remediations

🧠 Memory System

Immutable `.jsonl` logs for infrastructure state
Markdown-based retrospectives with versioned diffs
Live Copilot Console frontend (optional)

🔐 Security Features

Runs offline / air-gapped if needed
Supports zero-trust architecture
Full IAM role isolation per tenant
No cloud telemetry or vendor lock-in

Deployment Targets

🍓 Raspberry Pi clusters for edge inference & development
🖥️ NVIDIA A100 for high-throughput secure model serving
🚀 H200 orchestration for bleeding-edge, secure inference
🧬 Future: Quantum inference orchestration

Why ForgeScaler Exists

Most AI infrastructure today is bloated, outsourced, or insecure. ForgeScaler offers a different path: a lean, private, sovereign orchestration layer that can operate entirely within the boundaries of a secure boutique data center.

This is not just DevOps. This is RecursiveOps — systems that evolve, remember, and reflect — built for the next generation of AI-native infrastructure.