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PostgreSQL Performance Tuning at Scale: Indexing Strategies, Buffer Cache, and Connection Pooling

PostgreSQL Performance Tuning at Scale: Indexing Strategies, Buffer Cache, and Connection Pooling

An architectural deep dive into PostgreSQL internals: interpreting EXPLAIN (ANALYZE, BUFFERS), B-Tree vs BRIN indexing mechanics, WAL write path optimization, autovacuum worker tuning, and PgBouncer transaction-mode connection pooling.

Hardianto
H
Hardianto
August 20, 2026
6 min read
PostgreSQLDatabasesPerformance +3
Architecting Resilient Event-Driven Systems: Kafka Partitioning, Consumer Groups, and the Transactional Outbox Pattern

Architecting Resilient Event-Driven Systems: Kafka Partitioning, Consumer Groups, and the Transactional Outbox Pattern

Eliminating the dual-write problem in distributed microservices using PostgreSQL and Apache Kafka: implementing the Transactional Outbox Pattern with Debezium CDC, partition key hashing, idempotent consumer processing, and dead-letter retry topologies.

Hardianto
H
Hardianto
June 15, 2026
6 min read
Distributed SystemsKafkaMicroservices +2
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