Su San, former staff at several leading tech companies, is a top creator on Juejin and a premium creator on CSDN, and runs the free coding practice site www.susan.net.cn.
This article walks through using the open‑source Codex‑Dream‑Skin project and GPT‑5.6 to customize Codex’s UI—changing backgrounds, colors, and widgets—while explaining the underlying Electron‑based injection technique and showing how the process can be turned into a small business.
Skywalking now integrates AI across three layers—Horizon UI AI Assistant for natural‑language queries, Virtual GenAI for transparent LLM call monitoring, and AI Pipeline for proactive, machine‑learning‑driven ops—providing step‑by‑step deployment guidance, real‑time chart generation, cost estimation, and use‑case recommendations.
Codex, OpenAI’s cloud‑native software‑engineering agent, replaces the traditional write‑test‑fix cycle with an automated loop that can pull repositories, modify multiple files, run tests in isolated sandboxes, and output merge‑ready diffs, delivering 60‑75% speed gains for Java backend tasks when used with well‑crafted prompts and proper governance.
This guide details Claude Code's configuration principles, step‑by‑step workflow best practices, debugging strategies, context management, subagents, skill organization, Superpowers plugin usage, OpenSpec integration, and security permissions, helping developers harness AI for efficient, disciplined coding.
Even though a gateway performs unified authentication and injects user information into request headers, microservices must still execute a second layer of authorization to verify data ownership, enforce business rules, and protect against internal threats, following a zero‑trust security model.
This article explains why FastAPI has become popular among Java developers, comparing its high‑performance, type‑safe, async‑first design to Spring Boot and Flask, showing benchmark results, core concepts, step‑by‑step setup, pros and cons, real‑world use cases, and a practical performance comparison.
This article explains what Claude "Skills" are, compares them to traditional prompts, presents the 10 most practical Skills that dominate the 2026 programming scene, and provides installation commands, usage scenarios, and best‑practice tips for each.
This article compares Spring AI 2.0 and Spring AI Alibaba, detailing their architectures, core capabilities, pros and cons, and ideal scenarios, and explains how the two can be combined to leverage both atomic AI integration and enterprise‑grade multi‑agent orchestration.
This article walks through integrating Spring AI 2.0 into a Spring Boot project, configuring model access, implementing synchronous and streaming chat endpoints, and adding Redis‑backed conversation memory to enable true multi‑turn interactions with large language models.
The article analyzes why the gateway layer often becomes a bottleneck, compares four gateway architecture patterns, evaluates protocol choices between HTTP and gRPC, presents performance benchmarks of open‑source gateways, reviews industry case studies, and finally recommends an APISIX‑based gRPC‑only architecture with domain‑level aggregation.
