BestHub
Sign in
Tagged articles
46 articles
Page 1 of 1
Java Companion
Java Companion
Apr 24, 2026 · Artificial Intelligence

Which of the 9 IDEA AI Plugins Is Your Ideal Coding Partner?

This article compares nine popular AI coding assistants for IntelliJ IDEA—GitHub Copilot, Lingma, Comate, Codeium, Tabnine, Amazon Q Developer, CodeGeeX, Supermaven, and JetBrains AI—detailing their core features, pricing, strengths, weaknesses, and offering scenario‑based recommendations to help developers choose the best fit.

AI coding assistantIntelliJ IDEAJava development
0 likes · 15 min read
Which of the 9 IDEA AI Plugins Is Your Ideal Coding Partner?
Java Architecture Diary
Java Architecture Diary
Mar 27, 2026 · Industry Insights

How IntelliJ IDEA 2026.1 Turns Your IDE into an AI Open Platform

IntelliJ IDEA 2026.1 introduces the ACP open protocol for any AI agent, native Git worktree support, direct database querying by agents, enhanced code completion without quota limits, Spring Runtime Insight, and brings a full suite of web development features to the free Community edition, reshaping the Java development workflow.

ACP ProtocolAI integrationIDE Features
0 likes · 6 min read
How IntelliJ IDEA 2026.1 Turns Your IDE into an AI Open Platform
MeowKitty Programming
MeowKitty Programming
Mar 25, 2026 · Artificial Intelligence

AI Programming Agents Are Quietly Replacing Traditional Code Completion

The article argues that the AI programming landscape is shifting from simple code‑completion tools to full‑stack programming agents that can read projects, fix bugs, run tests, and deliver results, fundamentally changing developers' roles, raising skill requirements, and introducing new management challenges.

AI programmingcode completiondeveloper productivity
0 likes · 10 min read
AI Programming Agents Are Quietly Replacing Traditional Code Completion
Eric Tech Circle
Eric Tech Circle
Jan 7, 2026 · Backend Development

Why IntelliJ IDEA 2025.3’s New Islands Theme and AI Features Matter for Java Developers

The article shares a seasoned Java developer’s hands‑on review of IntelliJ IDEA 2025.3, highlighting the new Islands theme, built‑in support for Spring Boot 4 and Java 25, full‑line code completion, and integration of the Claude Code AI plugin, while offering practical usage tips and personal recommendations.

AI pluginIDE FeaturesIntelliJ IDEA
0 likes · 5 min read
Why IntelliJ IDEA 2025.3’s New Islands Theme and AI Features Matter for Java Developers
DataFunSummit
DataFunSummit
Sep 16, 2025 · Artificial Intelligence

How Large‑Model AI Is Transforming R&D Workflows

This article examines how large‑model AI is reshaping R&D by tracing the evolution of intelligent development tools—from early code‑completion assistants like GitHub Copilot to advanced “Go Fat” capabilities that scale code generation—and shares enterprise experiences, developer practices, and a Q&A session.

aicode completiondeveloper tools
0 likes · 4 min read
How Large‑Model AI Is Transforming R&D Workflows
21CTO
21CTO
Jun 29, 2025 · Artificial Intelligence

How AI Coding Assistants Are Transforming Software Development

This article explores the rise of AI-powered coding assistants, explains the underlying large‑language‑model technology, compares popular tools such as GitHub Copilot, Cursor, Amazon CodeWhisperer, Tabnine and Codeium, and discusses their productivity benefits, challenges, ethical concerns, and future trends.

AI coding assistantscode completion
0 likes · 11 min read
How AI Coding Assistants Are Transforming Software Development
Nightwalker Tech
Nightwalker Tech
Jun 18, 2025 · Artificial Intelligence

Cursor vs Augment: Which AI Coding Assistant Fits Your Development Needs?

This article provides an in‑depth comparison of the AI‑powered coding assistants Cursor and Augment, examining their core features, code‑completion capabilities, context awareness, enterprise security, pricing models, and ideal user scenarios to help developers choose the best tool for their projects.

AI CodingAugmentCursor
0 likes · 18 min read
Cursor vs Augment: Which AI Coding Assistant Fits Your Development Needs?
Java One
Java One
May 26, 2025 · Artificial Intelligence

Integrate ProxyAI with JetBrains IDEA for Seamless AI‑Powered Coding

This guide walks you through installing the ProxyAI plugin in JetBrains IDEA, configuring default and DeepSeek‑V3 models, obtaining API keys, and using features like chat, FIM code completion, bug detection, and code explanation to boost development efficiency.

AI code assistantDeepSeekIDEA
0 likes · 8 min read
Integrate ProxyAI with JetBrains IDEA for Seamless AI‑Powered Coding
21CTO
21CTO
May 3, 2025 · Artificial Intelligence

Meet Mellum: JetBrains’ Purpose‑Built Code Completion LLM Now Open‑Source

JetBrains has released its purpose‑built code‑completion large language model, Mellum, as an open‑source project on Hugging Face, highlighting its focus on specialized code‑completion tasks, low runtime costs, support for many programming languages, and its potential for AI/ML researchers and educators.

LLMaicode completion
0 likes · 4 min read
Meet Mellum: JetBrains’ Purpose‑Built Code Completion LLM Now Open‑Source
Java Web Project
Java Web Project
Mar 4, 2025 · Artificial Intelligence

How to Seamlessly Integrate DeepSeek AI into IntelliJ IDEA for Java Development

This step‑by‑step guide shows Java developers how to prepare their environment, install the CodeGPT plugin, configure DeepSeek with an API key and model settings, and then use the assistant for code generation, completion, explanation, question answering, and usage monitoring within IntelliJ IDEA.

AI code assistantCodeGPTDeepSeek
0 likes · 8 min read
How to Seamlessly Integrate DeepSeek AI into IntelliJ IDEA for Java Development
Alibaba Cloud Native
Alibaba Cloud Native
Feb 22, 2025 · Artificial Intelligence

Boost Your Development with Alibaba Cloud’s Tongyi Lingma AI Coding Assistant – A Hands‑On Guide

This guide walks developers through installing the Tongyi Lingma AI coding assistant plugin, switching between large language models, using smart Q&A, terminal integration, code completion, bug‑fix suggestions, and multi‑file refactoring, showcasing how the tool streamlines everyday development tasks.

AI coding assistantCloud NativeIDE plugin
0 likes · 8 min read
Boost Your Development with Alibaba Cloud’s Tongyi Lingma AI Coding Assistant – A Hands‑On Guide
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Dec 9, 2024 · Artificial Intelligence

How Programming Large Models Transform Repository‑Level Code Completion

This article examines how programming large models combined with code knowledge graphs can overcome the limited context of traditional code‑completion tools, detailing key techniques, trigger strategies, context acquisition methods, model fine‑tuning practices, current challenges, and future research directions for intelligent, repository‑wide code suggestions.

AI programmingLarge Language Modelscode completion
0 likes · 14 min read
How Programming Large Models Transform Repository‑Level Code Completion
CSS Magic
CSS Magic
Dec 6, 2024 · Artificial Intelligence

Exploring AI Code Editors: A Hands‑On Review of Copilot, Cursor, CodeGeeX and More

This article surveys the leading AI‑powered code editors—including GitHub Copilot, Cursor, CodeGeeX and others—detailing their pricing, core features such as code completion, inline and sidebar chat, project‑wide editing, and step‑by‑step setup instructions for developers of any skill level.

AI code editorAI-assisted programmingCodeGeeX
0 likes · 12 min read
Exploring AI Code Editors: A Hands‑On Review of Copilot, Cursor, CodeGeeX and More
Tencent Cloud Developer
Tencent Cloud Developer
Nov 27, 2024 · Artificial Intelligence

Tencent Cloud AI Code Assistant: Product Evolution, Architecture, and Technical Implementation

Tencent Cloud AI Code Assistant has evolved from token‑level IDE completions to LLM‑driven multi‑modal coding and chat features, employing a dual‑loop R&D system, Hunyuan‑based code models, and sophisticated trigger, prompt, stop, and display strategies to deliver context‑aware, secure, and efficient code generation within IDE and review environments.

AB testingAI code assistantAST analysis
0 likes · 15 min read
Tencent Cloud AI Code Assistant: Product Evolution, Architecture, and Technical Implementation
21CTO
21CTO
Sep 13, 2024 · Artificial Intelligence

Boost Your Development Workflow: 7 AI Tools Every Developer Should Try

Discover seven AI-powered tools—including GitHub Copilot, Tabnine, ChatGPT, Figma plugins, DALL·E, AI testing suites, and Code Snippets AI—that can streamline coding, design, and testing, helping developers work faster, reduce repetitive tasks, and focus on creative problem‑solving.

AI toolsDesign AutomationTesting Automation
0 likes · 8 min read
Boost Your Development Workflow: 7 AI Tools Every Developer Should Try
Alibaba Cloud Native
Alibaba Cloud Native
Sep 12, 2024 · Backend Development

How to Build a High‑Quality Enterprise Codebase for AI‑Powered Code Completion

This guide explains how to prepare a clean, well‑documented enterprise code repository, outlines upload restrictions, annotation standards, naming conventions, and step‑by‑step usage of the Tongyi Lingma IDE plugin for both backend and frontend development scenarios, plus troubleshooting tips.

AI coding assistantbackend-developmentbest practices
0 likes · 10 min read
How to Build a High‑Quality Enterprise Codebase for AI‑Powered Code Completion
JavaEdge
JavaEdge
Aug 8, 2024 · Fundamentals

What’s New in IntelliJ IDEA 2024.2? Key Features and Improvements

IntelliJ IDEA 2024.2 introduces a suite of enhancements—including in‑IDE Spring Data JPA execution, smarter cron expression handling, GraalJS‑powered HTTP client, faster startup, improved code completion, new UI defaults, advanced Scala support, Markdown math rendering, and focused profiling—to boost developer productivity across Java and other languages.

GraalJSIDE FeaturesIntelliJ IDEA
0 likes · 14 min read
What’s New in IntelliJ IDEA 2024.2? Key Features and Improvements
21CTO
21CTO
Jul 21, 2024 · Artificial Intelligence

How JetBrains AI Boosts Code Completion and Refactoring in Rider

This article reviews JetBrains AI, an LLM‑powered assistant for JetBrains IDEs, exploring its code‑completion, code‑explanation, unit‑test generation, and refactoring capabilities through real C# examples and discussing its impact on developer workflows.

IDEJetBrains AILLM
0 likes · 8 min read
How JetBrains AI Boosts Code Completion and Refactoring in Rider
21CTO
21CTO
Jul 15, 2024 · Artificial Intelligence

Top AI Coding Assistants of 2024: Boost Your Development Speed

This 2024 guide reviews the most powerful AI coding assistants—from code completion and generation tools like GitHub Copilot and Claude to design‑to‑code converters and security analyzers—showcasing how they accelerate development, improve code quality, and reshape collaborative programming.

2024 toolsAI coding assistantscode completion
0 likes · 13 min read
Top AI Coding Assistants of 2024: Boost Your Development Speed
Continuous Delivery 2.0
Continuous Delivery 2.0
Jun 29, 2024 · Artificial Intelligence

AI in Software Engineering at Google: Progress and the Path Ahead

The article describes how Google has integrated AI, particularly large language models, into its internal software development tools to improve developer productivity, outlines the challenges faced, shares lessons learned, and outlines future directions for AI‑driven engineering assistance.

GoogleLLMai
0 likes · 10 min read
AI in Software Engineering at Google: Progress and the Path Ahead
21CTO
21CTO
Jun 25, 2024 · Artificial Intelligence

10 Powerful Ways GitHub Copilot Supercharges Your Coding

This article explores the ten key features of GitHub Copilot—from workspace‑wide code suggestions and natural‑language queries to automatic refactoring, bug fixing, unit‑test generation, commit‑message drafting, language translation, rename assistance, and VS Code integration—showing how the AI‑driven assistant can dramatically boost developer productivity.

AI coding assistantCode RefactoringGitHub Copilot
0 likes · 5 min read
10 Powerful Ways GitHub Copilot Supercharges Your Coding
Continuous Delivery 2.0
Continuous Delivery 2.0
Jun 18, 2024 · Artificial Intelligence

Google's ML‑Enhanced Code Completion Improves Developer Productivity

Google's research demonstrates that integrating a transformer‑based machine‑learning model with a rule‑based semantic engine for code completion reduces developers' coding iteration time by 6%, increases accepted suggestions to 25‑34%, and completes over 3% of code, highlighting significant productivity gains across multiple programming languages.

IDETransformercode completion
0 likes · 6 min read
Google's ML‑Enhanced Code Completion Improves Developer Productivity
Ant R&D Efficiency
Ant R&D Efficiency
May 10, 2024 · Frontend Development

OpenSumi 3.0: AI-Native IDE Framework for Frontend Development

OpenSumi 3.0 is an open‑source, AI‑native IDE framework that extends VS Code compatibility with extensive AI features—inline code completion, chat, refactoring, naming, terminal assistance, and conflict resolution—while preserving low switching cost, high customizability, modern UI, and performance upgrades for web and Electron development.

AI IDEAI Native FrameworkOpenSumi
0 likes · 29 min read
OpenSumi 3.0: AI-Native IDE Framework for Frontend Development
Java Captain
Java Captain
Apr 11, 2024 · Fundamentals

IntelliJ IDEA 2024.1 Release Highlights

JetBrains' 2024.1 update for IntelliJ IDEA and related IDEs introduces full‑line code completion, Java 22 support, a revamped terminal, sticky lines, enhanced indexing, IDE scaling, language‑injection in string templates, improved logging workflow, and a redesigned conflicts dialog, offering developers a richer, more efficient coding experience.

2024.1IDE FeaturesIntelliJ IDEA
0 likes · 6 min read
IntelliJ IDEA 2024.1 Release Highlights
JavaEdge
JavaEdge
Apr 9, 2024 · Fundamentals

What’s New in IntelliJ IDEA 2024.1? Full‑Line Completion, Java 22 Support and More

IntelliJ IDEA 2024.1 introduces full‑line code completion powered by a local deep‑learning model, Java 22 language support, a revamped terminal, sticky lines in the editor, enhanced Maven handling, improved debugging, richer Spring assistance, advanced HTTP client features, and new database tools, all aimed at boosting developer productivity and safety.

IDE FeaturesIntelliJ IDEAcode completion
0 likes · 15 min read
What’s New in IntelliJ IDEA 2024.1? Full‑Line Completion, Java 22 Support and More
Qunar Tech Salon
Qunar Tech Salon
Dec 29, 2023 · Artificial Intelligence

Design and Implementation of an AI‑Powered Development Assistant for Internal Use

This article presents the design, implementation, and measured impact of an AI‑driven development assistant integrated into the IDE, detailing its features such as intelligent context filling, custom Prompt templates, quick error diagnosis, internal system integration, and smart code completion, while also discussing limitations of existing tools like Copilot and ChatGPT and outlining future development plans.

Development AssistantIDE integrationPrompt engineering
0 likes · 18 min read
Design and Implementation of an AI‑Powered Development Assistant for Internal Use
Tencent Cloud Developer
Tencent Cloud Developer
Nov 2, 2023 · Artificial Intelligence

Reverse Engineering GitHub Copilot: Architecture and Implementation Analysis

The article reverse‑engineers GitHub Copilot’s VSCode extension, detailing how its webpack‑bundled JavaScript is unpacked, its registerGhostText entry point identified, and its prompt‑building, multi‑layer caching, debouncing, and Jaccard‑based similarity mechanisms operate, offering insights into AI‑assisted code completion design.

AI programming assistantGitHub CopilotJaccard similarity
0 likes · 31 min read
Reverse Engineering GitHub Copilot: Architecture and Implementation Analysis
Open Source Tech Hub
Open Source Tech Hub
Oct 25, 2023 · Artificial Intelligence

Boost Your Coding Efficiency with CodeFuse AI: Install, Features, and Real‑World Usage

This guide introduces CodeFuse, an AI‑powered code assistant built on Ant Group's large model, outlines its key features such as code completion, comment generation, code explanation, unit‑test creation, and optimization, and provides step‑by‑step installation and usage instructions for multiple IDEs.

AI code assistantCode OptimizationIDE plugin
0 likes · 9 min read
Boost Your Coding Efficiency with CodeFuse AI: Install, Features, and Real‑World Usage
21CTO
21CTO
Jul 5, 2023 · Artificial Intelligence

Top 6 AI Coding Assistants to Boost Your Development in 2023

This article reviews six leading AI-powered coding assistants—ChatGPT, GitHub Copilot, Tabnine, Codeium, CodeGeeX, Visual Studio IntelliCode, and Sourcery—detailing their features, pricing, advantages, drawbacks, and ideal use cases to help developers choose the right tool for increased productivity.

AI coding assistantscode completiondeveloper tools
0 likes · 17 min read
Top 6 AI Coding Assistants to Boost Your Development in 2023
JD Retail Technology
JD Retail Technology
Jun 16, 2023 · Mobile Development

What’s New in Xcode 15? A Deep Dive into the Latest Features

Xcode 15 beta, released on June 5 2023 for macOS 13.3+, introduces a suite of productivity‑boosting enhancements—including smarter code completion, asset‑catalog variables, centralized localization, revamped documentation, Swift macros, live previews, bookmark navigation, integrated source‑control, accelerated testing, OSLog‑based debugging, and refined distribution controls—aimed at making iOS/macOS development faster, smarter, more convenient, and more secure.

IDE FeaturesSwiftXcode 15
0 likes · 9 min read
What’s New in Xcode 15? A Deep Dive into the Latest Features
Nightwalker Tech
Nightwalker Tech
Mar 9, 2023 · Artificial Intelligence

AI-Assisted Programming Tools: Research Findings, Comparisons, and Recommendations

This report investigates the impact of large language model‑based AI coding assistants such as Copilot, Tabnine, CodeGeeX, and ChatGPT on frontend and backend development, evaluates their efficiency gains, compares features, pricing, and IDE integration, and provides practical adoption recommendations for development teams.

LLMTool comparisonai
0 likes · 13 min read
AI-Assisted Programming Tools: Research Findings, Comparisons, and Recommendations
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Apr 11, 2022 · Frontend Development

Building a Lightweight WebIDE with Monaco Editor: Multi‑File Support, ESLint, Prettier, and Code Completion

The guide shows how to build a lightweight, browser‑based WebIDE using Monaco Editor by adding multi‑file support, preserving view state, integrating ESLint via a WebWorker, enabling Prettier formatting, and extending TypeScript definitions for rich code completion and navigation.

ESLintJavaScriptMonaco Editor
0 likes · 24 min read
Building a Lightweight WebIDE with Monaco Editor: Multi‑File Support, ESLint, Prettier, and Code Completion
Alibaba Terminal Technology
Alibaba Terminal Technology
Mar 2, 2022 · Frontend Development

Build Your Own VSCode Code Completion Plugin from Scratch

This tutorial walks you through the entire process of creating a custom VSCode code‑completion extension, covering environment setup, the mechanics of suggestion panels, snippet configuration, core API usage, and advanced personalization techniques such as dictionary‑based word completion and automatic updates.

@snippetExtensionJavaScript
0 likes · 14 min read
Build Your Own VSCode Code Completion Plugin from Scratch
Java Backend Technology
Java Backend Technology
Dec 22, 2020 · Fundamentals

What’s New in IntelliJ IDEA 2020.3? Top 9 Features Boosting Your Productivity

IntelliJ IDEA 2020.3 introduces a revamped welcome window, reader mode, easier window splitting, refined refactoring, enhanced debugging, AI‑powered code completion, Search Everywhere upgrades, Java 15 support, and various other tweaks such as MongoDB SQL queries and built‑in Lombok, all aimed at smoother developer experience.

IDE FeaturesIntelliJ IDEAJava development
0 likes · 9 min read
What’s New in IntelliJ IDEA 2020.3? Top 9 Features Boosting Your Productivity
macrozheng
macrozheng
Dec 19, 2020 · Fundamentals

What’s New in IntelliJ IDEA 2020.3? A Deep Dive into the Latest Features

IntelliJ IDEA 2020.3 introduces a revamped welcome screen, reader mode, easier window splitting, enhanced refactoring, upgraded debugging tools, AI‑powered code completion, Search Everywhere improvements, Java 15 support, built‑in database tools, Lombok integration, and a refined VCS menu, all aimed at boosting developer productivity.

IDE FeaturesIntelliJ IDEAJava 15
0 likes · 7 min read
What’s New in IntelliJ IDEA 2020.3? A Deep Dive into the Latest Features
Taobao Frontend Technology
Taobao Frontend Technology
Aug 18, 2020 · Artificial Intelligence

Can AI Supercharge Your Front‑End Coding? A Hands‑On Review of VS Code Smart Features

This article explores how AI‑powered tools like VS Code IntelliSense, IntelliCode, Kite, TabNine and aiXcoder enhance front‑end development productivity, compares their capabilities through a simple input‑driven UI experiment, and evaluates whether current AI code assistants are genuine breakthroughs or marketing hype.

AI code assistanceIntelliSenseIntelligent programming
0 likes · 21 min read
Can AI Supercharge Your Front‑End Coding? A Hands‑On Review of VS Code Smart Features
ITPUB
ITPUB
Oct 25, 2019 · Artificial Intelligence

Can AI Code Completion Boost Your Productivity? A Hands‑On Test of aiXcoder

An independent evaluation compares aiXcoder’s AI‑driven code suggestions against built‑in IDE completions across TensorFlow (Python), Java, and C++ examples, measuring keystroke reductions and highlighting speed, language support, and current limitations of the tool.

C++IDEai
0 likes · 7 min read
Can AI Code Completion Boost Your Productivity? A Hands‑On Test of aiXcoder
Programmer DD
Programmer DD
Apr 26, 2019 · Fundamentals

Why IntelliJ IDEA Beats Eclipse: 3 Powerful Features You’re Missing

The article compares IntelliJ IDEA and Eclipse for Java development, highlighting IDEA’s context‑aware debugging, smarter code completion, and advanced refactoring, while acknowledging Eclipse’s strengths such as plugin flexibility and lower resource usage, and concludes with guidance on choosing the right IDE.

EclipseIntelliJ IDEAJava IDE
0 likes · 9 min read
Why IntelliJ IDEA Beats Eclipse: 3 Powerful Features You’re Missing
JD Tech
JD Tech
Jun 26, 2018 · Backend Development

Design and Development of an IntelliJ Plugin for Smart Code Completion and Formatting

This article describes the motivation, design, implementation, and deployment of an IntelliJ IDEA plugin that automatically inserts semicolons and braces, formats code, and uses a chain‑of‑responsibility pattern to decouple business logic, providing developers with a smoother coding experience.

Design PatternsIDEIntelliJ
0 likes · 18 min read
Design and Development of an IntelliJ Plugin for Smart Code Completion and Formatting
21CTO
21CTO
Apr 17, 2017 · Artificial Intelligence

Can Neural Networks Write Other Neural Networks? Inside the Neural Complete Project

Neural Complete, an open‑source project by Pascal van Kooten, trains a neural network to auto‑complete the code of another neural network using LSTM and Keras, demonstrating AI‑driven metaprogramming that could accelerate software development, research, and numerous future applications.

AI programmingDeep LearningNeural Networks
0 likes · 6 min read
Can Neural Networks Write Other Neural Networks? Inside the Neural Complete Project
MaGe Linux Operations
MaGe Linux Operations
Sep 28, 2015 · Fundamentals

Boost Your Vim with YouCompleteMe: A Semantic Code Completion Guide

This article introduces the YouCompleteMe Vim plugin, explains its semantic completion advantages over traditional text‑based methods, lists supported languages, shows installation and compilation steps for macOS and Linux, and provides configuration tips to achieve IDE‑like code assistance within Vim.

Clangc++code completion
0 likes · 14 min read
Boost Your Vim with YouCompleteMe: A Semantic Code Completion Guide