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Manage mobile canary rollouts with Anthropic Claude and WhatsApp alerts

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Created by: Oneclick AI Squad || oneclick-ai
Oneclick AI Squad

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Last update 8 hours ago

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Quick overview

This workflow monitors a mobile app canary rollout by fetching crash/ANR and API error/latency metrics, comparing them to the previous release baseline, asking Anthropic Claude for a proceed/pause/rollback recommendation, and then updating rollout percentage and notifying the on-call team via WhatsApp.

How it works

  1. Receives a POST webhook (or manual test trigger) from your CI/CD pipeline with the new version, previous version, app ID, and platform.
  2. Waits for the configured observation window and then fetches canary-versus-baseline crash/ANR metrics and API error/latency metrics from your crash reporting and APM APIs.
  3. Compares canary metrics to the baseline, flags threshold breaches, and detects correlated regression patterns such as OS-version concentration or a dominant crash signature.
  4. Sends the metric deltas and regression signals to Anthropic Claude for a rollout recommendation, then parses the response and forces an automatic rollback if crash/ANR regression is severe.
  5. If the decision is proceed, increases the rollout percentage via your app store rollout-control API and loops back to observe the next stage until 100%.
  6. If the decision is pause, sends a WhatsApp alert with the AI reasoning and waits for a human resume/rollback signal before continuing or halting.
  7. If the decision is rollback (from AI, safety override, or human choice), halts the rollout via the app store API and sends a WhatsApp rollback notification.

Setup

  1. Create credentials for your crash reporting metrics API, APM metrics API, app store rollout-control API, Anthropic API, and WhatsApp Business Cloud in n8n.
  2. Update the config values for rollout stages, observation window, delta thresholds, API base URLs, and WhatsApp sender/recipient numbers.
  3. Copy the webhook URL for the release-deployed trigger and configure your CI/CD post-deploy hook to send newVersion/previousVersion/appId/platform.
  4. Use the resume webhook URL from the human-decision wait step in your release-management tooling so on-call can resume or roll back after a pause.