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This guide explains the simple file structure of a Claude Skill, compares it with CLAUDE.md, shows where to store skills at personal, project, or plugin level, and provides detailed best‑practice tips, code examples, and validation steps for creating effective, on‑demand AI agent skills.
The author shares personal experiments with Claude Code and GitHub Copilot, highlighting how AI can dramatically speed up development but also introduces hidden risks such as faulty caching logic, code leakage, copyright issues, and prompt‑injection vulnerabilities, and proposes practical guidelines for safely using AI‑generated code in production.
Microsoft's first-ever voluntary retirement program targets U.S. senior directors and below who meet the "Rule of 70" (age plus tenure ≥ 70), offering cash, extended health and accelerated stock vesting as a strategic move to reshape its workforce for an AI‑centric future while saving only a fraction of its massive AI‑related capex.
This article explains why Java generics are essential, clarifies the conventional meanings of type parameters T, E, K, V, describes how to use unbounded, upper‑bounded and lower‑bounded wildcards, introduces the PECS rule, details type erasure, and lists common pitfalls with practical code examples.
Cursor 3 replaces the classic IDE with an AI‑agent management console, reshaping developer workflows, pricing, and market dynamics while prompting a broader industry debate on whether control‑plane interfaces will eclipse traditional code editors.
This article shows how to use Hutool's OshiUtil wrapper of OSHI in a Spring Boot 3 application to retrieve CPU, memory, OS, JVM, disk and network information with just a few lines of code, covering dependency setup, code examples, usage scenarios and common pitfalls.
This article shows how to integrate Apache Tika into a Spring Boot application, enabling automatic detection and extraction of text and metadata from over a thousand file formats with only a few configuration steps and concise Java code.
This article explains why frequent business‑rule changes hurt backend release cycles, compares rule engines with Groovy dynamic scripts, walks through three integration methods, shows a Spring Boot implementation with caching and bean access, and details production pitfalls and best‑practice mitigations.
The article examines common pitfalls of using a simple parent_id column for menu hierarchies, compares three storage models—adjacency list, path enumeration, and closure table—shows their trade‑offs, and provides a SpringBoot/MyBatis‑Plus implementation that combines adjacency and closure tables for optimal read‑write performance.
Superpowers is an open‑source Claude Code plugin that embeds a full software‑engineering pipeline—requirement clarification, design, development, testing, and two‑stage review—into AI‑assisted coding, using isolated sub‑agents and Git‑managed outputs to improve code quality and maintainability.
