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Legacy code optimization: reducing processing time by 99%

https://sudonull.com/legacy-code-optimization-reducing-processing-time-by-99

How to speed up processing of 75k records in a legacy system in 4 steps. Analysis of overhead costs, batch operations, batch setup and safe scaling. Practical case for Java developers.

ltree in PostgreSQL with JPA: storing trees

https://sudonull.com/ltree-in-postgresql-with-jpa-storing-trees

Integration of ltree for hierarchical data in PostgreSQL and JPA. Performance comparison with recursive SQL. Application in microservices for developers.

Lags retry Spring Kafka: how to fix

https://sudonull.com/lags-retry-spring-kafka-how-to-fix

Diagnosis and fix of lags in @RetryableTopic Spring Kafka under load. Increasing scheduler pool solves the problem. Metrics, threaddump, code. For middle/senior dev.

Java backend courses 2026: top-7 programs

https://sudonull.com/java-backend-courses-2026-top-7-programs

Choose a Java backend course for 2026: Netology, Skillbox, Hexlet. Spring Boot, microservices, internships, AI. Comparison, projects, reviews. Start learning!

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