Daniel Cárdenas

AI Automation · RAG · Edge ML

Aug 2026Cloud Automation Developer2 min read

Cloudflare PF Appointment Availability Monitor

A scheduled Cloudflare Worker that checks public appointment availability, stores edge state in KV, and sends a Telegram alert only when availability changes.

Cloudflare WorkersEdge MonitoringTelegram AlertsState Transitions
Cloudflare WorkersJavaScriptWranglerKVTelegramMonitoringAutomation

Outcomes

  • Scheduled checks every 15 minutes with a small manual health/check route
  • Two-stage probe distinguishes configured service metadata from appointment availability
  • KV-backed state prevents repeated alerts for an unchanged result
  • Explicit boundary: observe and notify only; no Cloudflare/Turnstile bypass or booking automation

Problem

Availability endpoints can change state without a person watching them continuously. A useful monitor needs to be cheap to run at the edge, resistant to repeated notifications, and honest about what a positive HTTP response means.

Approach

  • Built an ES-module Cloudflare Worker with a scheduled handler and a manual /check route.
  • Probed a configuration endpoint first, then the public agenda endpoint, so an alert reports whether the unit/service pair is configured as well as whether the agenda is currently positive.
  • Stored the last observed state in a KV namespace and sent Telegram notifications only on a meaningful transition, with an optional recovery alert.
  • Kept all secrets in Worker bindings and provided local smoke scripts that can use a generated .dev.vars file without committing credentials.

Safety boundary

The worker does not attempt to bypass Cloudflare, Turnstile, or other access controls. It does not log in, reserve a slot, or claim that a positive probe is a completed appointment; it only reports the public endpoint state and an optional scheduling link.

Interview summary

I shipped a small edge-monitoring worker with scheduled execution, durable state, transition-based notifications, and an explicit no-bypass boundary—an example of reliable automation without overreaching into an external system.