1. Software Development

Provides standardized guidelines for backend microservice development using Spring Boot, including architecture, code structure, and best practices.

Guides implementation of retry mechanisms with strategies, backoff algorithms, and idempotency for handling transient failures in software development.

Provides standardized guidelines for database script management including DDL/DML writing, versioning, and migration strategies.

Architectural guide for project management modules including CRUD operations, member management, configuration, and migration.

Provides a comprehensive guide for architecting a log module, including ingestion, storage, real-time streaming, and multi-backend support (ES/Lucene).

Guide to implementing Redis-based distributed locks, covering concurrency control, timeout handling, reentrancy, and deadlock prevention for data consistency.

Guide for developing Go agents, covering architecture, task execution, heartbeat mechanisms, and Dispatch module integration.

Guide for implementing scheduled tasks in Spring applications, covering Cron expressions, distributed scheduling, and concurrency management.

Enforces standardized Git commit messages, branch naming, and PR preparation following conventional commit guidelines for consistent code management.

Guides implementation of Worker module architecture including plugin execution, task distribution, logging, and lifecycle management for backend systems.

Provides specification for microservice communication including Feign client setup, service discovery, load balancing, and circuit breaking for resilient backend systems.

Provides a guide for implementing expression parsers with variable resolution, condition evaluation, custom function extension, and secure sandboxing.

Guides implementation of event-driven architecture using message queues, event publishing, and subscription patterns for asynchronous communication.

Comprehensive guide for writing unit tests using JUnit5 and MockK, covering naming conventions, mocking techniques, coverage targets, and TDD practices.

Provides architectural guidance for OpenAPI modules including API gateway configuration, interface authentication, rate limiting, SDK generation, and documentation.

Guides implementation of Process module business logic, including pipeline, build, and template services within the service layer.

Provides a practical guide for implementing the Chain of Responsibility pattern, including interceptor design and multi-step request processing chains.

Enables event-driven architecture implementation with event publishing/subscribing, MQ message processing, and asynchronous task handling for software development.

Provides architecture guidance for quality control modules, including rule management, metric configuration, and quality gate interception mechanisms.

Analyzes and manages Process module API layer including interface definition, versioning, permissions, and parameter validation.

Analyzes Process module DAO layer, database schema, and query optimization using JOOQ and data sharding techniques.

Analyzes control layer implementation for process build engines, covering state machines, task scheduling, and concurrency management.

Practical guide for implementing design patterns like factory, strategy, and observer to refactor code and build scalable architectures in software development.

Architectural guide for implementing multi-channel notification services including email, enterprise WeChat, and RTX with templates and subscription management.