🤖 AI Operations Specialist

Deploy and operate AI agents responsibly at scale.

Advanced ~60 hours 8 core skills 3 projects
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About this path

AI Operations Specialists design, deploy, and govern AI agent workflows. Covers agent architecture, prompt engineering, error handling, and governance — the full lifecycle from idea to governed production deployment.

Prerequisites

Core skills you'll build

Advanced skills

ai_agent_orchestrationrag_pipelinehuman_in_the_loop

Capability areas

Sample workflows

Suggested projects

Customer Support AI Agent

Advanced

Deploy a Claude-powered intake agent that classifies inquiries, retrieves context from a knowledge base, and routes to the right team.

Generate TextQuery Vector StoreRoute FlowSend Message

AI Monitoring Dashboard

Intermediate

Instrument an AI agent workflow to log inputs, outputs, latency, and errors into a structured database for review.

Monitor EventWrite RecordSend Notification

Governed Agent Deployment

Expert

Take an existing AI agent and wrap it with Starfish governance: approval gates, audit logging, and human-in-the-loop controls.

Monitor EventRoute FlowWrite Record