THE COMPLETE PRACTITIONER'S GUIDE: Your DataDog Companion

Modern systems produce endless data—but turning that data into clear, confident action is the real challenge.

Your DataDog Companion is a practical, end-to-end guide to Datadog, written for everyone from first-time users to experienced engineers building mature observability programs. Rather than treating metrics, logs, traces, dashboards, and alerts as separate features, Jacob Beck shows you how they work together to reveal what your systems are doing, why problems occur, and what to do next.

Inside, you’ll learn how to:

Plan and deploy Datadog across cloud, on-premises, containerized, Kubernetes, and serverless environments

Design effective tagging, service ownership, and telemetry standards

Collect and analyze metrics, logs, traces, profiles, database activity, and network data

Build dashboards, notebooks, monitors, and SLOs that support real operational decisions

Diagnose application failures with APM, Error Tracking, Continuous Profiler, and Dynamic Instrumentation

Monitor user experiences with RUM, Session Replay, Product Analytics, and Synthetic Monitoring

Improve incident response, on-call operations, status communication, and post-incident learning

Apply Watchdog, Bits AI, workflows, and automation without losing human oversight

Strengthen application, cloud, and runtime security

Integrate Datadog with CI/CD pipelines, APIs, Terraform, and OpenTelemetry

Govern access, privacy, retention, cardinality, and cost at enterprise scale

Troubleshoot common problems and migrate from fragmented legacy monitoring tools

Across 26 chapters and seven practical appendices, the book also provides a 30-day quick-start plan, reusable design patterns, implementation worksheets, investigation runbooks, and a detailed glossary.

Whether you are setting up Datadog for the first time, inheriting a complicated environment, preparing for production growth, or leading an organization-wide observability strategy, Your DataDog Companion gives you the concepts, methods, and practical guidance needed to build a platform your teams can trust.

Turn telemetry into understanding—and understanding into action.