F3: Synthetic Monitoring / Probing Engine

[ShortCipher5]

Summary

Deterministic, scheduled, non-AI probing: checks network connectivity, disk usage, and container/pod health on a schedule. Foundation for both fault detection and future status page.

Acceptance Criteria

• Scheduled probes: network connectivity, disk usage, container/pod health
• Higher-tier plans get more frequent probing (upsell dimension)
• Probing runs in staging/internal-only patrol mode by Sprint 3
• Production-ready by Sprint 4
• AI invoked only on anomaly detection → produces summarized conclusion
• Natural foundation for public-facing status page (backlog)

Sprint Assignment

• Sprint 1: Design starts
• Sprint 2–3: Build continues
• Sprint 3: Running in staging/internal patrol mode
• Sprint 4: Production launch with diagnosis layer

Success Metrics

• Probing coverage (% of active projects covered)
• False positive rate
• Anomaly detection latency