Oliver Kieselbach 34fd40c3ad fix(agent): refuse cross-file calibration anchors, make rejections visible
Field forensics from the 1412 verification run (session 067797d8): the
label/anchor crossing recurred on a provably genuine binary, and the
new anchor-timestamp tripwire delivered — the "+02:00 measured for
IntuneManagementExtension.log" anchor (local 19:51:26.948) does not
exist in ANY log file on the device, and IME.log never produced its
expected first measurement during 24 s of growing passes beforehand.
Mechanism still unexplained; per-line anchoring keeps resolution
immune (all 58 line-anchored events of the session were correct), but
the observational layer must convict the culprit next time:

- CalibrateFrom now receives the iteration's ACTUAL file name next to
  the calibration key. A mismatch — the smoking gun the two field
  occurrences imply but static analysis says is impossible — logs a
  Warning with both names plus the anchor, and refuses the anchor, so
  even the unexplained path can no longer poison the measurement store.
- The first calibrator rejection per file logs at Debug (anchor local
  time + clock). The 24 s of silent non-measurement is exactly what
  made the phenomenon undiagnosable from the agent log.

232 IME tracker tests green against a verified-clean build.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-08-20 20:18:35 +02:00
2026-07-29 16:00:17 +02:00
2026-03-26 07:02:33 +01:00

AutopilotMonitor

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Advanced monitoring and troubleshooting solution for Windows Autopilot deployments. Gain full visibility into every enrollment session with a detailed event timeline, fleet health dashboards, and session reporting. Define custom analysis rules to automatically detect issues and gather rules to collect targeted evidence. Retrieve diagnostics packages on demand, configure agent settings like auto-reboot behavior and automatic timezone adjustment — all managed centrally from the web dashboard.

Availability

Autopilot Monitor is publicly available — the Community plan is free. Sign in with your work account at autopilotmonitor.com; new organizations complete a short activation step after first sign-in.

Overview

Autopilot Monitor provides real-time tracking, intelligent diagnostics, and automated troubleshooting for Windows Autopilot enrollment processes. It consists of:

  • Bootstrap Script — PowerShell script deployed via Intune that starts monitoring early in the enrollment process
  • Monitoring Agent — Lightweight .NET application that collects telemetry and evidence during enrollment
  • Backend API — Azure Functions-based ingestion and processing pipeline
  • Web Dashboard — Next.js application for real-time monitoring and fleet analytics

Architecture

For detailed information about the system architecture, components, and data flow, see Architecture Documentation.

Documentation

Full admin documentation is available at docs.autopilotmonitor.com

License

This project uses a split licensing model:

  • MIT License — Agent (src/Agent/) and Shared library (src/Shared/) — unrestricted use on end-user devices
  • AGPL-3.0 — Backend (src/Backend/), Web Dashboard (src/Web/), and MCP Server (src/McpServer/) — server-side components remain open source

See LICENSE for full details.

S
Description
Windows Autopilot & Intune enrollment monitoring: live session timelines, fleet health, diagnostics, and an MCP server for AI-assisted troubleshooting.
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