Deploying & Scaling Agentic AI: Testing & Observability

Gain expertise in testing, evaluating, and deploying agentic AI systems at scale. Learn to ensure reliability, security, and performance in production-ready agent pipelines using industry-standard frameworks and protocols. This course guides learners through the critical processes of testing, debugging, and evaluating agentic AI systems, covering unit, integration, and end-to-end testing frameworks. Discover how to monitor and trace agent behavior using observability tools, and benchmark agent performance with automated evaluation pipelines. Progress to designing and deploying secure, scalable agent architectures, implementing robust guardrails, optimizing for cost and latency, and mitigating security risks in interoperability protocols. By the end of the course, you will be prepared to deliver production-grade agentic AI solutions that are safe, efficient, and resilient. Learners engage with comprehensive readings, practical coding walkthroughs, and targeted quizzes to master the end-to-end lifecycle of agentic AI deployment. The course emphasizes best practices in testing, observability, and secure deployment, ensuring learners can confidently bring intelligent agents into real-world production environments. This course is part three of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Agentic AI Systems Design, Build, and Deploy Intelligent Agents, by Vinit Kumar Singh. Copyright © 2026 Vinit Kumar Singh . All rights reserved. No part of this course may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.