E69cace795aae9818be794a8 Articles
2 articles about E69cace795aae9818be794a8. Explore Spring Boot implementation, design, and operations across related topics.
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How to Output JSON Structured Logs in Spring Boot - Production-Ready Setup with Logstash Encoder and MDC
Step-by-step guide to configuring Spring Boot to output logs in JSON format using logstash-logback-encoder. Covers how to automatically attach request IDs and user IDs via MDC, Spring Boot 3.4 native structured logging support, and environment-based profile switching.
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How to Achieve Graceful Shutdown and Zero-Downtime Deployment in Spring Boot
A practical guide to combining graceful shutdown configuration in Spring Boot 2.3+ with Kubernetes preStop hooks to ensure zero-downtime deployments without dropping in-flight requests.