Automation Ecosystem

A layered architecture from local hardware to the Microsoft 365 cloud

The Fiduci ecosystem connects an M1 MacBook and a GPU-accelerated Jetson Orin to Azure infrastructure and a seven-agent Copilot Studio hierarchy, with monitoring and security at every layer.

System layers

M1 MacBook Air

Local workstation

  • VS Code 1.121 + Copilot agents
  • Fiduci stack (API 4000, Dashboard 3000)
  • Docker Model Runner (11434)
  • Grafana + Prometheus monitoring

Jetson AGX Orin

GPU-accelerated dev server

  • systemd persistent services
  • Redis cache (6379) + Node API
  • NFS shared storage (1TB SSD)
  • 4x NVIDIA GPUs (Metal / RAPIDS)

Azure Cloud

Infrastructure & security

  • Entra ID OAuth 2.0 + Device Code
  • Azure Key Vault for secrets
  • App Service + Azure Functions
  • Application Insights telemetry

Microsoft 365 + Copilot

Agents & data access

  • Copilot Studio agent hierarchy
  • Microsoft Graph API access
  • Power Automate workflows
  • Agent 365 governance

Seven-agent hierarchy

A supervisor agent orchestrates six specialized agents, each owning a distinct part of the automation pipeline — from code generation to quality evaluation.

Supervisor Agent

Orchestration

Developer Agent

Code generation

Mac Control Agent

GUI automation

Azure Agent

Infrastructure

Website Builder

Vercel deployment

M365 Agent

Teams / Power Automate

Evaluator Agent

Quality assurance

Implementation phases

  1. Phase 1

    Foundation

    M1 boost, Docker + K8s, Fiduci 5-service stack, CI/CD

  2. Phase 2

    Cloud Integration

    Azure infra, Entra ID OAuth, protected API, App Insights

  3. Phase 3

    Agent Ecosystem

    VS Code agents, remote host, OpenTelemetry + Grafana

  4. Phase 4

    AI Integration

    Docker Model Runner, 3 local models, Graph API

  5. Phase 5

    GPU Acceleration

    Jetson Orin, systemd services, Redis, GPU workloads

  6. Phase 6

    Production

    Security audit, performance tuning, disaster recovery