Event‑Driven Architecture (EDA) decouples producers from consumers using an event broker. You get independent scaling, resilience, and faster iteration.1) Why EDA?Loose coupling: Producers don’t know who consumes; consumers don’t care who produced.Elas…
When writing efficient Java code, algorithmic complexity matters—a lot. In this post, I’ll walk you through two fundamental time complexities: O(1) and O(n), using clear Java 21 examples, and explain which one is more efficient for common search operat…
Model Context Protocol y Amazon Bedrock: Construyendo un Asistente de Análisis Forense Digital
El Punto de Inflexión: Cuando las Herramientas Especializadas Encuentran la IA Generativa 🔍
Mientras exploraba formas de conectar modelos de lenguaje con h…
This lightweight Change Data Capture (CDC) pipeline streams PostgreSQL logical replication events to BigQuery — no Debezium, no Kafka, just native GCP tools.🧩 Architecture Overview[Cloud SQL (PostgreSQL)]
└─ Logical replication via wal2json plugin
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IntroductionTwo fully automated, production-grade pipelines demonstrate secure data ingestion from Cloud SQL PostgreSQL into BigQuery, using Apache Beam (Python) and Dataflow Flex Templates — all without public IP exposure.✅ 1. Private Service Ac…