Oliver Kieselbach a6184f165b feat(vuln): FIRST EPSS as fourth source, act/attend/track priority, CVSS vector; never cache a refused NVD answer
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>
2026-08-29 11:07:31 +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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