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full-stack development

40 articles · Page 1 of 1
macrozheng
macrozheng
Sep 12, 2026 · Industry Insights

Andrew Ng: AI Writes Code, But Top Engineers Are Busier Than Ever

Andrew Ng warns that developers still coding like it's 2022 face obsolescence, as AI handles 30-40% of tasks but shifts value to the remaining 60%—system understanding, context, judgment, and product sense—making elite engineers busier while demanding full-stack fluency, proactive agency, and learning that retains cognitive ownership.

AI codingAndrew NgSoftware Engineering
0 likes · 16 min read
Andrew Ng: AI Writes Code, But Top Engineers Are Busier Than Ever
java1234
java1234
Sep 12, 2026 · Artificial Intelligence

YOLO26 Crop Disease Detection: Full-Stack System with FastAPI & Vue3

This article details a full-stack crop disease detection system using YOLO26 for object detection, FastAPI for backend services, and Vue3 for the frontend, covering architecture, database design, API endpoints, business logic, and deployment configuration.

Crop Disease DetectionFastAPIMySQL
0 likes · 27 min read
YOLO26 Crop Disease Detection: Full-Stack System with FastAPI & Vue3
JD Tech Talk
JD Tech Talk
Sep 4, 2026 · Mobile Development

Codex-Driven Mobile Full-Stack: From Relay Prototypes to Deliverable Pipelines

The article presents a methodology for mobile AI full-stack development using Codex, emphasizing contract management over code generation. It details parsing Relay prototypes into visual, interaction, data, business, and engineering contracts, a seven-step process with backend closing complex decisions, frontend executing design, AI generating within constraints, and dual visual-and-pipeline acceptance.

AI-assisted developmentAcceptance TestingCodex
0 likes · 27 min read
Codex-Driven Mobile Full-Stack: From Relay Prototypes to Deliverable Pipelines
JD Cloud Developers
JD Cloud Developers
Sep 4, 2026 · Mobile Development

Codex-Driven Mobile Full-Stack: From Relay Prototypes to Deliverable Pipelines

The article presents a reusable method for mobile AI full-stack development using Codex, emphasizing contract management over code generation. It distinguishes mobile C-end from PC admin pages, defines five contracts (visual, interaction, data, business, engineering), outlines a 7-step process from Relay prototype parsing to dual acceptance, and shows how backend engineers can own mobile delivery without compromising UX.

AI-assisted developmentCodexContract Management
0 likes · 27 min read
Codex-Driven Mobile Full-Stack: From Relay Prototypes to Deliverable Pipelines
Kuaishou Tech
Kuaishou Tech
Sep 3, 2026 · R&D Management

Harness Engineering: How Kuaishou E-commerce Reshapes R&D with AI Pipelines

Kuaishou E-commerce's merchant team details their end-to-end AI delivery pipeline (Harness Engineering) combined with organizational restructuring, achieving 30% throughput gains and 40% delivery-time reduction by shifting from functional silos to full-stack 'super individuals' across requirements, spec, dev, test, and oncall phases.

AI PipelineHarness EngineeringKuaishou
0 likes · 30 min read
Harness Engineering: How Kuaishou E-commerce Reshapes R&D with AI Pipelines
AI Architecture Hub
AI Architecture Hub
Sep 1, 2026 · Artificial Intelligence

Andrew Ng: 5 Software Fundamentals AI Engineers Must Master in the Agent Era

Andrew Ng outlines five core software engineering fundamentals—full-stack development, data management, system architecture, security/reliability, and production scaling—that remain essential for guiding AI coding agents to make correct trade-offs, even when agents write all the code.

AI EngineeringAndrew NgCoding Agents
0 likes · 12 min read
Andrew Ng: 5 Software Fundamentals AI Engineers Must Master in the Agent Era
Data Bricklaying Diary
Data Bricklaying Diary
Aug 19, 2026 · R&D Management

AI Redraws Responsibility Boundaries: The New Full-Stack Isn't About Doing Everything Alone

The article argues that AI lowers cross-stack execution costs, prompting a shift from frontend/backend separation back to full-stack—redefined as end-to-end business capability ownership with AI assistance—while professional judgment, risk decisions, and independent verification remain essential and must be allocated based on task complexity and risk.

AI-assisted developmentSoftware Engineeringbusiness capability teams
0 likes · 20 min read
AI Redraws Responsibility Boundaries: The New Full-Stack Isn't About Doing Everything Alone
JavaGuide
JavaGuide
Jul 20, 2026 · Artificial Intelligence

Kimi K3 Release: Real‑World Coding Agent Tested on Full‑Stack, Java Refactor, and 3A Game Demo

After Kimi K3’s official launch, the author evaluates its 2.8 T‑parameter, 1 M‑context, multimodal coding agent across three real‑world scenarios—a full‑stack hotspot‑tracking MVP, a Java project refactor fixing stock‑search encoding, and a 3A‑style game demo—detailing setup, performance, and limitations.

Java refactorKimi K3coding agent
0 likes · 20 min read
Kimi K3 Release: Real‑World Coding Agent Tested on Full‑Stack, Java Refactor, and 3A Game Demo
Java Companion
Java Companion
Jun 28, 2026 · Artificial Intelligence

Dyad Review: 21k‑Star Open‑Source AI Builder for Local Full‑Stack Development

Dyad is a locally run Electron app that lets developers describe an application to an AI, which generates standard React/TypeScript or Next.js code, offers instant preview, supports multiple AI models, integrates Supabase, provides security scanning, Git versioning, and one‑click deployment, all without registration.

AI code generationDyadLocal Development
0 likes · 12 min read
Dyad Review: 21k‑Star Open‑Source AI Builder for Local Full‑Stack Development
java1234
java1234
Jun 26, 2026 · Backend Development

Build a Python Study‑Room Reservation System in 20 Minutes with Cursor AI – FastAPI Backend & Vue 3 Frontend

Using Cursor AI, the author demonstrates how to create a full‑stack study‑room reservation platform in about 20 minutes, detailing the FastAPI backend, Vue 3 frontend, role‑based access, reservation workflow, database schema, security mechanisms, deployment steps, and key design considerations.

Cursor AIEChartsFastAPI
0 likes · 11 min read
Build a Python Study‑Room Reservation System in 20 Minutes with Cursor AI – FastAPI Backend & Vue 3 Frontend
Java Architect Essentials
Java Architect Essentials
Jun 23, 2026 · Artificial Intelligence

Claude Code Best Practices: 54k Stars in 60 Days and Boosting Full‑Stack Development

The open‑source "claude-code-best-practice" repository, which amassed over 54,000 GitHub stars in just two months, systematically organizes community‑validated Claude Code techniques—from core concepts and beta features to workflow comparisons and 83 actionable tips—helping developers use the AI coding assistant efficiently across front‑end and back‑end projects.

AI coding assistantBest PracticesClaude Code
0 likes · 8 min read
Claude Code Best Practices: 54k Stars in 60 Days and Boosting Full‑Stack Development
Frontend AI Walk
Frontend AI Walk
Jun 14, 2026 · Industry Insights

Redefining the Career Track: The Forward Deployed Engineer Blueprint

The article defines the Forward Deployed Engineer (FDE) role as a bridge between software engineers and customers, outlines its core duties, compares it with Sales Engineer and Solutions Architect, presents market data, a detailed skill framework, a four‑pillar self‑assessment, and a step‑by‑step transition roadmap for aspiring engineers.

Career TransitionForward Deployed Engineercloud platforms
0 likes · 19 min read
Redefining the Career Track: The Forward Deployed Engineer Blueprint
Linyb Geek Road
Linyb Geek Road
Jun 6, 2026 · Backend Development

12 Must-Have Agent Skills for Full‑Stack Development: Frontend, Backend, and DevOps Covered

The article lists and evaluates twelve practical Agent Skills—ranging from Next.js best‑practice rules and React component standards to Spring Boot scaffolding, PostgreSQL optimization, and CI/CD automation—showing how to install each from GitHub, avoid security pitfalls, and customize your own SKILL.md files for reliable full‑stack AI assistance.

Agent SkillsClaude CodeDevOps
0 likes · 17 min read
12 Must-Have Agent Skills for Full‑Stack Development: Frontend, Backend, and DevOps Covered
Java Companion
Java Companion
Jun 4, 2026 · Artificial Intelligence

12 Must-Have Agent Skills for Full‑Stack Development (Frontend, Backend & DevOps)

This article lists and evaluates twelve practical Agent Skills—ranging from Next.js best practices and React component rules to Spring Boot scaffolding, PostgreSQL optimization, and CI/CD automation—providing installation commands, real‑world examples, and safety tips for integrating AI agents into full‑stack development workflows.

AI automationAgent SkillsBackend
0 likes · 15 min read
12 Must-Have Agent Skills for Full‑Stack Development (Frontend, Backend & DevOps)
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 EngineeringGaNfront-end design
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.

Artificial IntelligenceGAN Inspirationagent orchestration
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 AgentLLM IntegrationRust
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 EngineeringGLM-5.1LLM
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 AgentsClaudeagent orchestration
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 AgentsAI collaborationNext.js
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.

AIDatabase OptimizationDevOps
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
Xiaolong Cloud Tech Team
Xiaolong Cloud Tech Team
Dec 1, 2025 · Artificial Intelligence

Can AI Build a Complete Full‑Stack Website Without Writing a Single Line of Code?

This article documents a hands‑on experiment that uses AI tools to design, prototype, and develop a full‑stack inventory‑management web application—from initial UI sketches to a working front‑end, back‑end, database, and AI chat assistant—while analyzing tool choices, challenges, and the limits of current large‑model programming capabilities.

AI programmingDeepSeekNo-code
0 likes · 16 min read
Can AI Build a Complete Full‑Stack Website Without Writing a Single Line of Code?
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.

AIMobile Developmentcode generation
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.

TypeScriptfull-stack developmentlearning 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.

Survey SystemUniversity Teachingcross-platform
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 Integrationfrontend automation
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.

AIGCArtificial IntelligenceDevOps
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.

AIAIGCSoftware Engineering
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.

LinuxMySQLPostgreSQL
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.

JavaSpring BootVue
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.

BackendPythonbig data
0 likes · 3 min read
Comprehensive Python Full-Stack Development Course Outline (28 Chapters)
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.

Cloud ComputingSoftware 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.

Skill matrixT-shaped engineerfull-stack development
0 likes · 12 min read
Which Software Engineer Archetype Fits You? Mapping Careers to a Highway