Selected Java Interview Questions
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Selected Java Interview Questions

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Selected Java Interview Questions
Selected Java Interview Questions
Apr 28, 2026 · Artificial Intelligence

Can You Safely Deploy AI‑Generated Code?

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.

AI code generationClaude CodeGitHub Copilot
0 likes · 11 min read
Can You Safely Deploy AI‑Generated Code?
Selected Java Interview Questions
Selected Java Interview Questions
Apr 27, 2026 · Industry Insights

Microsoft's New Voluntary Retirement Plan: A Dignified Layoff in the All‑in‑AI Era

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.

AI restructuringHR strategyMicrosoft
0 likes · 10 min read
Microsoft's New Voluntary Retirement Plan: A Dignified Layoff in the All‑in‑AI Era
Selected Java Interview Questions
Selected Java Interview Questions
Apr 20, 2026 · Backend Development

How Groovy Scripts Enable Dynamic Business Rules in Spring Boot

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.

Dynamic ScriptingGroovyJava
0 likes · 16 min read
How Groovy Scripts Enable Dynamic Business Rules in Spring Boot
Selected Java Interview Questions
Selected Java Interview Questions
Apr 18, 2026 · Backend Development

Efficient Hierarchical Menu Storage in MySQL: Adjacency List vs Closure Table

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.

Adjacency ListClosure TableMyBatis-Plus
0 likes · 14 min read
Efficient Hierarchical Menu Storage in MySQL: Adjacency List vs Closure Table