The Dominant Programmer
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The Dominant Programmer

Resources and tutorials for programmers' advanced learning journey. Advanced tracks in Java, Python, and C#. Blog: https://blog.csdn.net/badao_liumang_qizhi

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The Dominant Programmer
The Dominant Programmer
Jul 5, 2026 · Backend Development

Full Hands‑On Guide: Extending Spring AI Workflow Engine with Human‑in‑the‑Loop Approval

This article walks through adding a zero‑dependency human‑approval node to a Spring AI YAML‑DSL workflow engine, detailing the problem of critical business decisions, the JDK‑based pause‑and‑resume architecture, step‑by‑step code changes, best‑practice recommendations, and real‑world use cases such as large‑payment and content‑review approvals.

Java concurrencySpring AISpring Boot
0 likes · 24 min read
Full Hands‑On Guide: Extending Spring AI Workflow Engine with Human‑in‑the‑Loop Approval
The Dominant Programmer
The Dominant Programmer
Jul 3, 2026 · Backend Development

Full Guide to Integrating External APIs with Qoder: Configurations, Service Comparison, and Hands‑On Examples

This article walks through Qoder's supported external API integration methods, details step‑by‑step MCP configuration, compares three transport protocols, provides multiple concrete configuration examples in Python and Node.js, and offers troubleshooting tips and official resource links for successful API integration.

@ConfigurationAPI integrationMCP
0 likes · 10 min read
Full Guide to Integrating External APIs with Qoder: Configurations, Service Comparison, and Hands‑On Examples
The Dominant Programmer
The Dominant Programmer
Jul 2, 2026 · Backend Development

Understanding Redisson from Scratch: A Java Distributed Toolbox Guide and Hands‑On

This article introduces Redisson, a Redis‑based Java client that wraps Redis commands into familiar Java concurrency primitives, compares it with Jedis and Lettuce, explains why custom distributed locks are error‑prone, and provides step‑by‑step code for configuring, using, and integrating its core features such as locks, maps, queues, and rate limiters in Spring Boot.

Distributed LockJavaRate Limiter
0 likes · 16 min read
Understanding Redisson from Scratch: A Java Distributed Toolbox Guide and Hands‑On
The Dominant Programmer
The Dominant Programmer
Jun 9, 2026 · Backend Development

Collect URLs and Async Convert to PDF for ZIP Download (Spring Boot + Feign)

An online education platform needs to batch‑download course materials from self‑hosted courses, partner APIs, and archived PDFs; the article details a Spring Boot service that aggregates URLs, signs them, distinguishes direct downloads, submits an asynchronous PDF conversion and ZIP packaging task via Feign, and returns a task ID for front‑end polling.

@AsyncFeignJava
0 likes · 15 min read
Collect URLs and Async Convert to PDF for ZIP Download (Spring Boot + Feign)
The Dominant Programmer
The Dominant Programmer
Jun 7, 2026 · Backend Development

Executing Asynchronous Operations After Spring Transaction Commit: Principles, Pitfalls, and Best Practices

The article explains why sending messages before a Spring transaction commits can cause data inconsistency, and demonstrates how to reliably execute asynchronous actions such as MQ notifications after a successful commit using TransactionSynchronization, custom collectors, and @TransactionalEventListener, while highlighting common pitfalls and mitigation strategies.

JavaSpringTransaction
0 likes · 16 min read
Executing Asynchronous Operations After Spring Transaction Commit: Principles, Pitfalls, and Best Practices
The Dominant Programmer
The Dominant Programmer
Jun 6, 2026 · Backend Development

Business Trace Logging Design Pattern: From Theory to Practice

The article explains a structured business‑trace logging pattern that records each critical step of a workflow as a node, stores logs in a dedicated MySQL database, aggregates them by a business number, and presents them in a sortable, color‑coded front‑end for both developers and business users.

Asynchronous MessagingJavaMySQL
0 likes · 15 min read
Business Trace Logging Design Pattern: From Theory to Practice
The Dominant Programmer
The Dominant Programmer
Jun 6, 2026 · Backend Development

Mockito Unit Testing: A Complete Guide to Testing Java Service Layers

This article explains unit testing fundamentals, compares unit and integration tests, introduces Mockito's core annotations and APIs, walks through a full order‑resend example with detailed test cases, and covers best‑practice methodologies, advanced techniques, common pitfalls, naming conventions, and how to run the tests.

Given-When-ThenJUnit5Java
0 likes · 21 min read
Mockito Unit Testing: A Complete Guide to Testing Java Service Layers