--- title: "Build Reliable AI Applications Faster: How to Trace Issues from Agent to Infrastructure" description: In this webinar, we'll walk through how modern engineering teams trace issues end-to-end across the full AI application stack. We'll start with Application Performance Monitoring, where distributed traces surface where time is actually being spent. From there, we'll follow a real-world debugging workflow down through code-level profiling to identify inefficient methods, into database query performance to catch slow or malformed queries, and finally into the agentic layer. There, LLM Observability lets you trace agent behavior, run structured experiments to validate prompt and model changes, and continuously evaluate for quality, security, and safety from pre-production through production. image: https://webinars.techstronglearning.com/hubfs/2026.06.25%20Datadog-Social-1080x1080-1.png --- Build Reliable AI Applications Faster: Trace Issues from Agent to Infrastructure ![OnDemand-2026.06.25 Datadog-LandingPage-1540x660](https://webinars.techstronglearning.com/hs-fs/hubfs/OnDemand-2026.06.25%20Datadog-LandingPage-1540x660.png?width=1540&height=660&name=OnDemand-2026.06.25%20Datadog-LandingPage-1540x660.png "OnDemand-2026.06.25 Datadog-LandingPage-1540x660") ## Sponsored By: ![Datadog Logo Horizontal (1)](https://webinars.techstronglearning.com/hubfs/Datadog%20Logo%20Horizontal%20(1).png) ##### On Demand   Your AI applications aren't purely "AI." They're a mix of traditional services and non-deterministic agent behavior running together. A product recommendation agent, for example, might be slow because of an inefficient method in your backend code or a poorly optimized database query. Or the agent itself could be stuck in a retry loop, pulling irrelevant context, or calling a model that adds unnecessary latency. The same input won't always produce the same response, and the root cause of a regression could live in any layer of the stack. For organizations that need to deliver secure, reliable, and trustworthy AI experiences, visibility has to span both worlds, unified in one place. In this webinar, we'll walk through how modern engineering teams trace issues end-to-end across the full AI application stack. We'll start with Application Performance Monitoring, where distributed traces surface where time is actually being spent. From there, we'll follow a real-world debugging workflow down through code-level profiling to identify inefficient methods, into database query performance to catch slow or malformed queries, and finally into the agentic layer. There, LLM Observability lets you trace agent behavior, run structured experiments to validate prompt and model changes, and continuously evaluate for quality, security, and safety from pre-production through production. You'll walk away with a practical playbook for pinpointing whether a problem is in your code, your infrastructure, or your agent, and resolving it faster regardless of where it lives. Key Takeaways: 1\. How to trace issues end-to-end across the full AI application stack 2\. How to follow a real-world debugging workflow from infrastructure to agent 3\. How to validate AI changes and evaluate quality continuously # Register Below: We'll send you an email confirmation and calendar invite  ![Ryan Skinner-modified](https://webinars.techstronglearning.com/hs-fs/hubfs/Ryan%20Skinner-modified.png?width=512&height=512&name=Ryan%20Skinner-modified.png "Ryan Skinner-modified") ### Ryan Skinner ###### Senior Sales Engineer - Datadog  Ryan Skinner is a Senior Sales Engineer at Datadog, where he helps engineering teams evaluate and implement Datadog's observability platform. Before moving into pre-sales, he spent years as a Senior Data Scientist deploying and maintaining AI/ML models in manufacturing environments.  ![Aaron Weber-modified](https://webinars.techstronglearning.com/hs-fs/hubfs/Aaron%20Weber-modified.png?width=800&height=800&name=Aaron%20Weber-modified.png "Aaron Weber-modified") ### Aaron Weber ###### Product Manager - Datadog  Aaron Weber is a Product Manager at Datadog, where he leads initiatives within Application Performance Monitoring focused on helping engineering teams troubleshoot distributed systems and improve application performance and reliability in complex cloud environments. With a background spanning product management and software engineering, he brings a practical understanding of the challenges teams face operating modern applications at scale.  ![Eddy Araujo-modified](https://webinars.techstronglearning.com/hs-fs/hubfs/Eddy%20Araujo-modified.png?width=716&height=716&name=Eddy%20Araujo-modified.png "Eddy Araujo-modified") ### Eddy Araujo ###### Solutions Engineer - Datadog  Eddy Araujo is a Solutions Engineer at Datadog, where he helps organizations monitor and improve the performance of AI applications in production. With a strong background in enterprise solutions engineering, IoT observability, and large-scale data pipelines, he brings a practical understanding of the challenges teams face when building and operating complex, data-intensive systems.  ![Techstrong Group logo](https://webinars.techstronglearning.com/hubfs/Techstrong%20Group%20logo.png "Techstrong Group logo") ![TechstrongLearning-Colored-2](https://webinars.techstronglearning.com/hubfs/TechstrongLearning-Colored-2.png "TechstrongLearning-Colored-2") ![DO.com R+B RGB Logo-Feb-22-2024-07-06-28-4406-PM](https://webinars.techstronglearning.com/hs-fs/hubfs/DO.com%20R+B%20RGB%20Logo-Feb-22-2024-07-06-28-4406-PM.png?width=1363&height=267&name=DO.com%20R+B%20RGB%20Logo-Feb-22-2024-07-06-28-4406-PM.png "DO.com R+B RGB Logo-Feb-22-2024-07-06-28-4406-PM") ![Security boulevard logo blue](https://webinars.techstronglearning.com/hs-fs/hubfs/Security%20boulevard%20logo%20blue.png?width=2000&height=360&name=Security%20boulevard%20logo%20blue.png "Security boulevard logo blue") ![CNN Blue and White-4](https://webinars.techstronglearning.com/hs-fs/hubfs/CNN%20Blue%20and%20White-4.png?width=1400&height=400&name=CNN%20Blue%20and%20White-4.png "CNN Blue and White-4") ![Techstrong.ai blue logo](https://webinars.techstronglearning.com/hs-fs/hubfs/Techstrong.ai%20blue%20logo.png?width=2000&height=295&name=Techstrong.ai%20blue%20logo.png "Techstrong.ai blue logo") © 2026 [Techstrong Inc.](https://techstronggroup.com/) All Rights Reserved. [Contact Support.](mailto:jared@techstronggroup.com)