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AutopilotMonitor/docs/architecture.md
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---
type: Architecture Guide
title: Autopilot Monitor – Architecture Guide
description: High-level architecture overview and solution layout for contributors.
tags:
- architecture
- agent
- backend
- web
- mcp
timestamp: 2026-07-06T21:39:29+02:00
---
# Autopilot Monitor – Architecture Guide
> High-level architecture overview and solution layout for contributors.
> Full product documentation lives at https://docs.autopilotmonitor.com.
---
## High-Level Overview
```text
+----------------------------------------------------------------------------------+
| Autopilot Monitor - Architecture |
+----------------------------------------------------------------------------------+
[Admin/User Browser]
|
| HTTPS
v
+-----------------------------+ OIDC +-------------------------------+
| Web App (Next.js) |<---------------->| Microsoft Identity (Entra ID) |
| Dashboard / Progress | | Auth / Authorization |
+-----------------------------+ +-------------------------------+
^ ^
| |
| | Live updates
| |
| | +---------------------------+
| +-------------------------| SignalR Hub |
| | Real-time event stream |
| +---------------------------+
| ^
| REST / API |
v | events
+---------------------------+ Data & |
| Azure Functions Backend |------> Integrations ---+
| APIs / Ingestion / Rules | \
+---------------------------+ \ +---------------------------+
^ +----->| Storage Tables |
| mTLS | Sessions / Events / Rules |
| telemetry / events +---------------------------+
| +---------------------------+
+---------------------------+ | Notifications |
| Agent on Windows Devices | | Teams / Slack / Webhooks |
| Enrollment + app progress | +---------------------------+
+---------------------------+
+---------------------------+
| MCP Server |
| Azure Container App |
+---------------------------+
```
**Core Data Flow:**
```
Device (Agent) ──JSON telemetry+gzip──► Azure Functions ──► Azure Table Storage
│ │
├── SignalR ─────────►│
│ │
Web Dashboard ◄── REST API ◄──┘
```
| Component | Technology | Purpose |
|-----------|------------|---------|
| **Agent** | .NET Framework 4.8 (Windows) | Runs on devices during enrollment, collects telemetry |
| **SummaryDialog** | .NET Framework 4.8 (WPF) | Post-enrollment summary UI (outcome, app timeline, auto-close) |
| **Backend** | Azure Functions .NET 8 (Isolated Worker) | REST API, event processing, rule engine, storage |
| **Web** | Next.js 15 + TypeScript + React 18 | Dashboard, settings, analytics, real-time UI |
| **Shared** | .NET Standard 2.0 | DTOs, models, enums, constants shared between Agent & Backend |
| **MCP Server** | Azure Container App | Model Context Protocol server for AI-assisted analysis |
---
## Solution Structure
```
AutopilotMonitor.sln
├── src/
│ ├── Shared/
│ │ ├── AutopilotMonitor.Shared/ (netstandard2.0 – DTOs, models, enums, constants)
│ │ └── AutopilotMonitor.DecisionCore/ (netstandard2.0 – completion decision engine)
│ ├── Agent/
│ │ ├── AutopilotMonitor.Agent.V2/ (net48, Exe – entry point; output named AutopilotMonitor.Agent.exe)
│ │ ├── AutopilotMonitor.Agent.V2.Core/ (net48, Lib – core logic)
│ │ ├── AutopilotMonitor.Agent.V2.Core.Tests/ (net48, xUnit – agent unit tests)
│ │ ├── AutopilotMonitor.DecisionCore.Tests/ (net48, xUnit – decision engine tests)
│ │ ├── AutopilotMonitor.SummaryDialog/ (net48, WPF – enrollment summary UI)
│ │ └── AutopilotMonitor.SummaryDialog.Tests/ (net48, xUnit)
│ ├── Backend/
│ │ ├── AutopilotMonitor.Functions/ (net8.0, Azure Functions v4)
│ │ └── AutopilotMonitor.Functions.Tests/ (net8.0, xUnit)
│ ├── McpServer/
│ │ └── autopilot-monitor-mcp/ (TypeScript/Node – MCP server; deployed as Azure Container App)
│ └── Web/
│ └── autopilot-monitor-web/ (Next.js 15, TypeScript)
├── rules/
│ ├── gather/ Individual gather rule JSONs
│ ├── analyze/ Individual analyze rule JSONs
│ ├── ime-log-patterns/ IME regex pattern JSONs
│ ├── schema/ JSON Schema definitions
│ ├── guardrails.json Gather-rule guardrail allow-lists (source)
│ ├── scripts/ combine.js
│ └── dist/ Combined output (embedded in Functions)
├── infra/ Bicep templates (MCP server)
├── scripts/
│ ├── Backup/ Table backup/restore tooling
│ ├── Bootstrap/ Intune deployment scripts
│ ├── CustomerSetup/ Customer onboarding helpers
│ └── Deployment/ CI/CD build scripts
└── .github/workflows/ CI/CD pipelines
```
**Project References:**
```
Shared + DecisionCore ◄── Agent.V2.Core ◄── Agent.V2
◄── Agent.V2.Core.Tests
Shared + DecisionCore ◄── DecisionCore.Tests
Shared + DecisionCore ◄── Functions ◄── Functions.Tests
SummaryDialog ◄── SummaryDialog.Tests (standalone; compiled alongside the agent build)
Web (independent – communicates via REST + SignalR)
McpServer (independent – talks to the backend REST API)
```
---