Agentic AI Reference Architecture

Observability & Evaluation · Software component

Deployment Notifier

Software componentObservability & EvaluationObservability & Evaluationarc:DeploymentNotifier

A component that posts pipeline milestone notifications (start, gate failure, staging, canary start, completion) with commit, version, metrics and log links to team chat channels.

Responsibility. Keeps teams informed of deployment progress without dashboard watching.

Also known as: Deployment notifications, ChatOps notifier

is invoked byis invoked bysends data tosends data tois triggered byis invoked byRollout Manager: is invoked byRollout ManagerContinuous Integration Runner: is invoked byContinuous Integration R…Platform Operator: sends data toPlatform OperatorAgent Developer: sends data toAgent DeveloperVersion Rollback Controller: is triggered byVersion Rollback Control…Maintenance Window Scheduler: is invoked byMaintenance Window Sched…
Direct neighbourhood (hover for relationship types)

Relationships

is invoked by dependency

is triggered by dynamic

sends data to dynamic

Classification

Patterns
ChatOps
Technologies
SlackMicrosoft Teams
Quality attributes
Maintainability (ISO/IEC 25010)
Risks mitigated
Unnoticed failed or risky deployments

Sources

  1. Ch4.2: T. Nguyen, "Deployment and Scaling," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 4.2. ISBN: 9798244538229.
  2. Ref8.08: "Model Updates and Maintenance Procedures," unpublished reference note (08-Model-Updates-Maintenance-Procedures.md), Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam supplementary materials, 2026. unpublished note