Oliver Kieselbach
d02fa454a7
Misclassification audit 2026-07-16 (1000 non-succeeded sessions, 22 deep
dives) surfaced six systematic misdeclaration sources. This implements
all of them:
1. DecisionCore: HelloNeverObservedPromote in the esp-exit advisory
handler — when the Hello policy read never committed and no wizard
was ever seen, hello_resolution is structurally unresolvable; promote
to AwaitingHello + hello_safety instead of hard-failing a provably
finished enrollment (sessions 2dac8298/7635ab18). Placed after the
enforcement-progress re-arm so active installs still win; advisory-
anchor variant stays exempt.
2. Ingest: both max-lifetime shapes (enrollment_failed/agent_timeout and
agent_shutting_down/max_lifetime) now route through the
EnrollmentTimeoutClassifier instead of hard Failed (tenant a53e67ec:
fully provisioned WG Part 2, user never logged in => AwaitingUser).
agent_timeout no longer counts as HasExplicitFailure; failure
webhooks fire only on actual failure verdicts.
3. Maintenance sweep: dropped the too-broad "IsPreProvisioned ne true"
exclusion (sealed devices are protected by their Pending status);
resumed WG Part-2 runs sweep normally with the window anchored to
ResumedAt. New stage-2 silence guard also fixes a latent bug where an
actively-reporting >5h enrollment could be terminalized mid-run.
4. Registration supersede: a fresh registration resolves older
non-terminal sessions of the same device (serial, placeholder-guarded)
as Incomplete("Superseded by ...") with live SignalR updates — closes
the forever-Pending orphan gap when WG Part 2 runs under a new id.
5. Admin retro-reconcile: POST /api/maintenance/reclassify-legacy
(GlobalAdminOnly, DRY-RUN BY DEFAULT) re-runs the classifier over the
pre-classifier "Session timed out" Failed backlog (~495 rows, sample
projected ~87% misdeclared) and resolves Pending orphans. Requires the
new opt-in allowTerminalReclassification override in the status
writer (admin-marked rows stay untouchable).
6. Polish: "0 of N" AccountSetup rollups keep their total (no more
fabricated "0/0" reasons, "never observed" wording when absent);
late-telemetry reconcile heals Incomplete/AwaitingUser to Succeeded
when straggler evidence proves completion; SLA page knows
AwaitingUser/Incomplete ordinals; script_failed on Success/exit-0 now
names the stderr rule in its message.
Tests: backend 2965, DecisionCore 474 (+6 new), agent 1777, web 557 —
all green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
AutopilotMonitor
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.
Private Preview
Autopilot Monitor is currently running as a Private Preview. Visit autopilotmonitor.com to request access and learn more.
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 documentation is available at autopilotmonitor.com/docs
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.