Notifier

send(event, payload, rendered). Events: trained, shadow, ready_for_approval, live, drift, revalidate. Filter with events: [...].

integrations:
  notifier: {type: slack, webhook: ${SLACK_WEBHOOK}, channel: "#ai-platform", events: [trained, live, drift]}

slack (incoming webhook), teams (incoming webhook, Adaptive Card), webhook (url, JSON {event, payload, text}), mcp (tool_map: {send: <tool>}). Notification failures never affect the pipeline.