This tutorial demonstrates how LiteFlow v2.16+ integrates AI agents as native components, enabling developers to orchestrate LLMs like DeepSeek, Qwen, and OpenAI models using familiar LiteFlow operators (THEN, WHEN, IF) within Spring Boot applications.
The article details a Java framework that uses event sourcing as the sole fact source, a deterministic rule table for control-plane decisions, and mechanisms for crash recovery, concurrency control, budget enforcement, compliance gating, and non-blocking human approvals to make long-running, costly multi-agent video pipelines reliable.
Spring Boot 4.2.0-M1 milestone release deprecates RestTemplate in favor of RestClient, adds AMQP 1.0 support, introduces Buildpacks image-layer caching, removes deprecated APIs, fixes numerous bugs including structured logging and Kafka consumer security, and upgrades 20+ dependencies including Hibernate, Kafka, Kotlin, and Tomcat.
This article details the implementation of Spring StateMachine for refactoring a content platform question bank system, addressing complex state management and coupling issues through state machine patterns.
This article explains how Sentinel's metric statistics work, focusing on the sliding window algorithm used for rate limiting and the underlying architecture involving classes like StatisticNode and ArrayMetric.
