Deployment, Operations, and Optimization
AGAI 401 · Module 3
Move agent systems into production with cost controls, latency budgets, CI/CD, monitoring, alerting, and incident response. This module focuses on the operational practices required to keep AI systems reliable and maintainable after launch.
Lessons in this module
Cost and Latency Optimization
Learn how to measure, budget, and optimize token cost, tool cost, model-call count, and latency for production agents.
CI/CD for AI Systems
Learn how to adapt continuous integration and deployment practices for prompts, evals, model changes, retrieval indexes, and agent orchestration logic.
Monitoring, Alerting, and Incident Response
Learn how to monitor live agent behavior, alert on quality and safety risks, investigate incidents, and continuously improve production systems.
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