BestHub
Sign in
Tagged articles
24 articles
Page 1 of 1
SuanNi
SuanNi
Apr 21, 2026 · Artificial Intelligence

How Kimi K2.6 Redefines AI Agents: Benchmarks, 300‑Agent Cluster, and Full‑Stack Development

Kimi K2.6 demonstrates a dramatic leap in general intelligence, code generation, and visual understanding, breaking multiple industry records, sustaining 13‑hour nonstop coding sessions, outperforming GPT‑5.4, Claude Opus 4.6 and Gemini 3.1 Pro, and introducing a 300‑agent collaborative architecture for full‑stack development.

AI modelAgent ArchitectureBenchmark
0 likes · 10 min read
How Kimi K2.6 Redefines AI Agents: Benchmarks, 300‑Agent Cluster, and Full‑Stack Development
Qborfy AI
Qborfy AI
Apr 19, 2026 · Artificial Intelligence

Boosting Claude’s Front‑End Development with a GAN‑Inspired Multi‑Agent Harness

The article details how a GAN‑inspired multi‑agent harness—combining a generator, an evaluator, and a planner—overcomes context‑window anxiety and self‑evaluation bias, enabling Claude to produce higher‑quality front‑end designs and full‑stack applications through iterative scoring, sprint contracts, and extensive cost‑benefit experiments.

AI EngineeringFull-Stack DevelopmentGAN
0 likes · 19 min read
Boosting Claude’s Front‑End Development with a GAN‑Inspired Multi‑Agent Harness
Shi's AI Notebook
Shi's AI Notebook
Apr 11, 2026 · Artificial Intelligence

Anthropic’s Agent Harness: Six‑Hour Full‑Stack Build with Multi‑Agent Design

The article analyzes Anthropic’s “Agent harness” design, showing how separating generation and evaluation into distinct agents—drawing inspiration from GANs—overcomes context‑window limits and self‑evaluation bias, enabling a three‑agent planner‑generator‑evaluator pipeline that builds a full‑stack app in six hours.

Agent orchestrationFull-Stack DevelopmentGAN Inspiration
0 likes · 16 min read
Anthropic’s Agent Harness: Six‑Hour Full‑Stack Build with Multi‑Agent Design
AI Explorer
AI Explorer
Apr 6, 2026 · Artificial Intelligence

Goose: An Open‑Source AI Agent That Automates Full‑Stack Development Tasks

Goose is an open‑source, on‑machine AI agent written in Rust that can autonomously handle end‑to‑end development workflows—from project scaffolding and API coding to testing and debugging—by orchestrating multiple LLMs via a Model Context Protocol, offering a full‑stack engineering partner for developers and teams.

AI AgentFull-Stack DevelopmentLLM integration
0 likes · 8 min read
Goose: An Open‑Source AI Agent That Automates Full‑Stack Development Tasks
PaperAgent
PaperAgent
Apr 2, 2026 · Artificial Intelligence

Can an LLM Build a Full‑Stack Knowledge Graph System in Under 3 Hours?

Using the GLM‑5.1 large language model, the author automated the end‑to‑end development of an ontology‑based knowledge‑graph extraction and visualization platform—covering backend, frontend, and graph database—in just 2 hours 47 minutes, consuming 747 k tokens and self‑correcting multiple issues.

AI EngineeringFull-Stack DevelopmentGLM-5.1
0 likes · 12 min read
Can an LLM Build a Full‑Stack Knowledge Graph System in Under 3 Hours?
AI Tech Publishing
AI Tech Publishing
Mar 31, 2026 · Artificial Intelligence

How a Planner‑Generator‑Evaluator Trio Enables Claude to Build Full‑Stack Apps Autonomously

The article details a GAN‑inspired three‑agent architecture—planner, generator, and evaluator—that overcomes Claude's self‑evaluation bias and context‑window limits, enabling hours‑long autonomous coding of complete front‑end and full‑stack applications with measurable cost and quality improvements.

AI agentsAgent orchestrationClaude
0 likes · 27 min read
How a Planner‑Generator‑Evaluator Trio Enables Claude to Build Full‑Stack Apps Autonomously
vivo Internet Technology
vivo Internet Technology
Mar 4, 2026 · Artificial Intelligence

How I Built a 5‑Minute Full‑Stack Feature with AI: Lessons Toward a Real‑World Jarvis

The author shares practical experiences of collaborating with AI coding assistants, outlines the current gaps between today’s tools and an ideal Jarvis‑like system, and demonstrates a template‑driven Next.js workflow that lets AI generate a complete feature in five minutes while offering concrete decision‑making rules and task classifications.

AI CollaborationAI agentsFull-Stack Development
0 likes · 14 min read
How I Built a 5‑Minute Full‑Stack Feature with AI: Lessons Toward a Real‑World Jarvis
php Courses
php Courses
Jan 6, 2026 · Backend Development

AI‑Powered PHP Full‑Stack Development: Tools, Practices, and Real‑World Projects

This guide explores how AI tools like GitHub Copilot and specialized PHP extensions reshape the full‑stack development workflow, covering intelligent code completion, AI‑driven debugging, automated API generation, database optimization, front‑end component creation, deployment strategies, and a step‑by‑step AI‑enhanced e‑commerce project, while highlighting future skill requirements.

AICode GenerationDatabase Optimization
0 likes · 10 min read
AI‑Powered PHP Full‑Stack Development: Tools, Practices, and Real‑World Projects
Tech Minimalism
Tech Minimalism
Dec 12, 2025 · Artificial Intelligence

Building End‑to‑End Full‑Stack Projects with Claude Code: A Practical Guide

This article walks engineers through turning Claude Code’s AI capabilities into a complete full‑stack development workflow—from requirement breakdown and architecture design to front‑end, back‑end, data layer implementation, testing, documentation, and automated CI/CD—showcasing concrete prompts, code snippets, and integration tips.

AI coding assistantClaude CodeDevOps
0 likes · 39 min read
Building End‑to‑End Full‑Stack Projects with Claude Code: A Practical Guide
Youzan Coder
Youzan Coder
Jul 11, 2025 · Artificial Intelligence

How AI Boosted Full‑Stack Development Efficiency by Up to 80%

This article details how the Youzan BumpTag team leveraged AI tools across mobile, backend, and frontend development to accelerate feature implementation, code generation, and testing, achieving efficiency gains of 60‑80% while sharing practical cases, pitfalls, and future AI‑driven skill development plans.

AICode GenerationFull-Stack Development
0 likes · 13 min read
How AI Boosted Full‑Stack Development Efficiency by Up to 80%
php Courses
php Courses
Jun 19, 2025 · Frontend Development

Is Mastering JavaScript Still Worth Hundreds of Hours for Full‑Stack Developers?

The article argues that full‑stack developers should reconsider spending extensive time mastering JavaScript and instead adopt more efficient learning strategies like focusing on TypeScript, modern frameworks, backend fundamentals, AI‑assisted coding, and high‑impact areas such as cloud, databases, DevOps, and product thinking.

Full-Stack DevelopmentTypeScriptlearning strategy
0 likes · 4 min read
Is Mastering JavaScript Still Worth Hundreds of Hours for Full‑Stack Developers?
Didi Tech
Didi Tech
May 29, 2025 · Fundamentals

XIAOJUSURVEY Open‑Source Survey System: University Course Integration and Full‑Stack, Cross‑Platform, and AI Practice

The article describes how the open‑source XIAOJUSURVEY platform was incorporated into Peking University’s software engineering curriculum in Spring 2025, offering students a comprehensive full‑stack, cross‑platform, and AI‑driven development experience that bridges theory, source‑code analysis, and real‑world open‑source contributions.

Full-Stack DevelopmentSurvey SystemUniversity Teaching
0 likes · 7 min read
XIAOJUSURVEY Open‑Source Survey System: University Course Integration and Full‑Stack, Cross‑Platform, and AI Practice
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 31, 2025 · Frontend Development

How AI Tools Can Supercharge Your Full‑Stack Development from Zero to One

This article chronicles a step‑by‑step journey of using multiple AI‑driven tools to overcome resource bottlenecks, build small utilities, integrate front‑end code, and implement a complete dataset‑management feature in a full‑stack application, highlighting practical tips and pitfalls.

AI toolsBackend IntegrationFull-Stack Development
0 likes · 12 min read
How AI Tools Can Supercharge Your Full‑Stack Development from Zero to One
IT Architects Alliance
IT Architects Alliance
Mar 19, 2025 · Artificial Intelligence

AIGC: The “Super Engine” for Full-Stack Development?

By 2025, AIGC is poised to transform full‑stack development, automating requirement analysis, code generation, testing, and deployment, thereby accelerating productivity while prompting developers to upskill and collaborate with AI rather than fear replacement.

AIGCAutomationCode Generation
0 likes · 11 min read
AIGC: The “Super Engine” for Full-Stack Development?
IT Architects Alliance
IT Architects Alliance
Feb 28, 2025 · Industry Insights

How AIGC Is Redefining Full‑Stack Development in 2025

In 2025, AIGC technology is transforming every stage of full‑stack development—from precise AI‑driven requirement analysis and automated UI design to code generation and intelligent testing—while also raising technical, ethical, and talent challenges that developers must address.

AIAIGCAutomation
0 likes · 22 min read
How AIGC Is Redefining Full‑Stack Development in 2025
DevOps
DevOps
Feb 24, 2025 · Artificial Intelligence

AI‑Powered Full‑Stack Development with DeepSeek and ClinePRO: A 12× Efficiency Case Study

During the Chinese New Year break the author used DeepSeek and AISE ClinePRO to build a complete full‑stack product in only 20 hours, demonstrating a twelve‑fold productivity boost over traditional development while showcasing AI‑driven code generation, multilingual support, automated documentation, and DevOps integration.

AI CodingClinePRODeepSeek
0 likes · 17 min read
AI‑Powered Full‑Stack Development with DeepSeek and ClinePRO: A 12× Efficiency Case Study
21CTO
21CTO
Jun 14, 2024 · Databases

PostgreSQL vs MySQL: Which Database Wins for Full‑Stack Development?

An in‑depth comparison of PostgreSQL and MySQL covers their histories, ACID compliance, performance, scalability, advanced features, security, backup strategies, installation on Linux, and provides practical SQL code examples to help full‑stack developers choose the right open‑source relational database for their projects.

Full-Stack DevelopmentLinuxPostgreSQL
0 likes · 12 min read
PostgreSQL vs MySQL: Which Database Wins for Full‑Stack Development?
Java Captain
Java Captain
Mar 1, 2024 · Backend Development

Full-Stack Development with Java, Spring Boot, and Vue: A Comprehensive Guide

This article explores the advantages of combining Java, Spring Boot, and Vue for full‑stack web development, outlining the technology selection, step‑by‑step development workflow, best practices for code quality, testing, debugging, performance optimization, and deployment using containerization.

Full-Stack DevelopmentJavaSpring Boot
0 likes · 5 min read
Full-Stack Development with Java, Spring Boot, and Vue: A Comprehensive Guide
Practical DevOps Architecture
Practical DevOps Architecture
Nov 20, 2023 · Backend Development

Comprehensive Python Full-Stack Development Course Outline (28 Chapters)

This article presents a detailed 28‑chapter curriculum for mastering Python full‑stack development, covering Linux basics, Python fundamentals, web front‑end design with Vue, RESTful API creation with Flask, Django and Django REST Framework, big‑data processing with Hadoop, Spark and MapReduce, feature engineering, recommendation systems, and live streaming system implementation.

BackendBig DataFull-Stack Development
0 likes · 3 min read
Comprehensive Python Full-Stack Development Course Outline (28 Chapters)
政采云技术
政采云技术
Sep 7, 2021 · Backend Development

How to Build a Global Code Search System from Scratch

This article introduces how to build a global code search system called 'Qianxun' from scratch, covering its background, architecture, core technologies, and future prospects.

ElasticsearchFull-Stack DevelopmentGitLab
0 likes · 15 min read
How to Build a Global Code Search System from Scratch
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Aug 23, 2021 · Cloud Computing

From Hacker Dreams to Cloud MVP: Lessons from Huawei’s Yu Cheng on Full‑Stack Success

In this interview, Huawei Cloud MVP Yu Cheng shares his journey from a high‑school hacker fascination to a decade of full‑stack development across top tech firms, his transition to teaching, his philosophy of sparking curiosity, and practical advice for aspiring programmers seeking a full‑stack career.

Full-Stack DevelopmentSoftware Engineeringcareer advice
0 likes · 10 min read
From Hacker Dreams to Cloud MVP: Lessons from Huawei’s Yu Cheng on Full‑Stack Success
21CTO
21CTO
Apr 4, 2018 · R&D Management

Which Software Engineer Archetype Fits You? Mapping Careers to a Highway

This article explores modern software engineer career paths by likening them to a highway, detailing talent archetypes such as experts, generalists, T‑shaped, and hybrid engineers, and showing how skill matrices and technology stacks guide personal growth and team composition.

Full-Stack DevelopmentT-shaped engineerskill matrix
0 likes · 12 min read
Which Software Engineer Archetype Fits You? Mapping Careers to a Highway