EPSS: EpssApiClient (api.first.org, 100 ids per batch, unauthenticated, fail-soft). Score, percentile and date live on the cached CVE — one batch per CPE fill, every cve_* row re-scored by the nightly sync, only changed rows rewritten and with their original CachedAt. CveIndex carries EpssScore (max, absent when unscored) and Priority; TopCve exposes both. CvePriority: act = CISA KEV, attend = EPSS >= 0.1 or CVSS >= 9.0, track = rest — riskLevel/overall_risk semantics unchanged. NVD throttle: Polly already retried 429s; the defect was that a refused answer came back as an empty response and was cached as "0 CVEs" for seven days (also the negative auto-resolve cache). NvdFetchResult separates answered from refused; nothing persists a refusal; a 429 opens a process-wide cooldown (Retry-After capped at 120 s, else 30 s) so a run fails fast instead of paying a retry chain per software item; hard-expired rows keep serving meanwhile. The NVD->cache projection and the row builder are now single functions shared by the live fill and the sync. CVSS v3 vector string persisted and shown. Portal: EPSS column + pill, priority pill, vector line; exposure panel pills. MCP tool descriptions and the CVE-audit prompt name the fields. Terms attribution + privacy page updated in the same change. OKF doc backend/vulnerability-correlation-sources.md. 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.
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.



