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observability•Jul 27, 2026
Automate Workload Modeling for Peak Readiness
Replace manual workload modeling with an automated approach that uses direct observability queries. Derive every number in your workload model directly from production telemetry in under five minutes.
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Original source
Key summary
Learn how to derive every number in your workload model directly from production telemetry, in under five minutes, with nothing left to estimate. This tutorial walks you through an automated methodology that replaces manual workload modeling with direct observability queries.
TL;DR
- Automate workload modeling using direct observability queries
- Replace manual workload modeling with an automated approach
- Derive numbers from production telemetry in under five minutes
- Use New Relic or Dynatrace for APM data
- Apply methodology to any APM platform
- Use Java Spring Boot tool for automation
- Build a workload model in under an hour
- Improve load testing accuracy and efficiency
This content is automatically summarized using AI. For full context, always refer to the original article.
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