Oliver Kieselbach 7842d121a0 fix(insights): codex review findings - WG pause clamping, late-event healing, stale buckets, date windows, banner count
All six review findings verified against code and real; five fixed here,
the agent-side race lands in the companion agent commit.

[P1] WhiteGlove pause counted as time: ClampToWindows clipped intervals
against the HULL of both WG windows, but the excluded pause lies inside
the hull - a reboot gap or app interval straddling the pause counted the
entire pause (a ~2-day "reboot" in a 30-minute enrollment was possible).
Seconds are now the per-window intersection sum (chronological endpoints
kept); an interval wholly inside the pause makes no claim and no longer
raises ClockSkewDropped. What-if savings are additionally capped at the
session's WallClockSeconds - endpoint deltas can still straddle the
pause, and no removal can save more than the enrollment took.

[P1] Late-arriving events never updated breakdowns: the terminal-seam
compute is one-shot and the sweep only healed missing/version-stale rows.
SessionTimeBreakdown now stores EventCountAtCompute (0 = pre-fix row,
recomputed once); the sweep recomputes on EventCount drift and then also
re-runs ResolveEspBlockingForSessionAsync (newly exposed on
IMetricsRepository) so late esp_config_detected re-emits and app batches
reach both the breakdown and the blocking evidence.

[P2] Stale aggregate buckets: the sweeps now reconcile every partition
they wrote - buckets that existed but were not regenerated (sessions
deleted, class left the window) are deleted via new targeted deletes;
rolling30 rows additionally get a 48h ComputedAt freshness filter at
read time, so a fully quiet tenant stops serving year-old numbers as
"last 30 days".

[P2] Date windows included an extra calendar day: both inclusive range
ends meant days=30 returned 31 keys and days=1 summed yesterday AND
today. InclusiveWindowStart(today, days) = today-(days-1) in both
response builders; the sweep's rolling30 source is filtered to the same
30 calendar days (its query window stays one day wider for backfill).

[P3] Device-history banner counted later sessions as "previous
enrollments" when viewing an older session: selectPriorSessions
(deviceHistoryPrior.ts) anchors on the session's own chain entry (live
sessions: new sessionStartedAt prop), sessionId tie-break mirroring the
server chain sort.

Verified: solution build clean, Backend 3480/3480 (+6: three WG-pause
golden fixtures, window-start facts, RK builder/delete consistency,
EventCountAtCompute roundtrip), Web tsc + vitest 633/633 (+6).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-27 10:52:39 +02:00
2026-03-26 07:02:33 +01:00
2026-07-20 20:52:56 +02:00

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.

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 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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