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Observability the Smart Way: Automating Metrics in Java Microservices
A deep dive into eliminating the âObservability Taxâ in Java microservices on Oracle Backend for Microservices and AI, showing how the OpenTelemetry Java Agent and SigNoz v0.113.0 deliver automatic, z...
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Streamlining Kafka Microservices and Observability with OBaaS and Helidon
Kafka observability is notoriously painful. By combining Helidonâs annotation-driven messaging with Oracleâs Oracle Backend for Microservices and AI (OBaaS) platform, you get automated Kafka cluster d...
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dbt vs SQLMesh: An Honest Comparison on a Self-Hosted Lakehouse
Six phases of dbt. SQLMesh added on top. Same Nessie backend, same Iceberg tables, same bronze layer, provably identical gold layer. What I learned the hard way. SQLMesh + Nessie + Trino + Iceberg wi...
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