#project-level development
242 related articles
·4 min
Complete Guide to Running Claude Code on Amazon Bedrock
Complete guide to deploying Claude Code on Amazon Bedrock: environment setup, cross-region inference, prompt caching, cost attribution, Guardrails, and the Mantle endpoint for enterprise compliance.
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·4 min
The Complete Guide to Claude Code Skills: Installation, Creation, and Management
A complete guide to Claude Code Skills: what they are, how they differ from Plugins, three installation methods, how to write SKILL.md, trigger mechanisms, and top resource recommendations.
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·3 min
Andrew Ng × Anthropic: A Practical Guide to Claude Code and Its Core Methodology
Andrew Ng and Anthropic's Claude Code course covers RAG development, data analysis, and Figma-to-frontend projects, with deep dives into context management, MCP tools, and CLAUDE.md architecture.
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·2 min
ChatGPT Sites: Build and Deploy Web Apps Directly from the Chat Window
OpenAI's ChatGPT Sites plugin lets users generate code, iterate visually, and publish complete web apps without leaving the chat window. Zero-config hosting included.
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·3 min
Coze Deep Dive: Core Capabilities and Tips for a Multi-Agent Collaboration Platform
A deep dive into Coze 3.0's multi-agent collaboration, covering project workspace architecture, credit economics, local tool integration, and a Dify comparison.
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·3 min
AI Coding Agents in Practice: An Efficient Configuration Guide for Cursor and Codex
How to configure Cursor, Codex, Devin, and other AI coding agents for context management, code quality, and cross-tool collaboration. Practical tips on rule files, TDD, and structured context storage.
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·3 min
The Complete OpenAI Codex Practical Guide: From Installation to Enterprise Deployment
A complete guide to OpenAI Codex: CLI setup, slash commands, AGENTS.md, MCP integration, multi-agent collaboration, and a RAG customer service project walkthrough.
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·3 min
Multi-Repo Microservice Development: The Workspace-Level Configuration Gap in AI Agents
Explore why AI agent tools (Codex, Claude Code, Gemini) lack workspace-level config for multi-repo microservice dev, and discover practical solutions like symlinks, custom paths, and cascading config.
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·3 min
Code Written for Humans: Maintainability Is the Core of Software Development
Code is read far more than it's written. This article explores the core principles of maintainability — clarity, naming, consistency, and how to evaluate AI-generated code quality.
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·3 min
Getting Started with Claude Code: Full Project Context Understanding and Why It Beats Cursor and Trae
Claude Code is Anthropic's local AI coding assistant that reads your entire project context, auto-debugs, and outperforms Cursor and Trae on accuracy. Learn why.
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·7 min
Building a Published App with Zero Code in Four Days: A Complete HarmonyOS Development Journey
A tech blogger with zero programming knowledge built a retro DV app in four days using AI tools like Cursor and Codex, and got it published on Huawei App Gallery. A full vibe coding walkthrough.
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·2 min
Mastering Cursor in Depth: Multi-File Editing, Rules Configuration, and Efficient Practice Guide
Go beyond basic prompt usage and systematically master Cursor's core features: Composer multi-file editing, Codebase semantic search, and Rules configuration.
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·2 min
GPT-5.6 Real-World Test: Nearly 1,000 Lines of Code, Done in One Shot
A Snorkel AI senior research scientist tested an early GPT-5.6 build on a ~1,000-line coding task — completed in one shot, no repeated prompting needed.
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·7 min
Complete Guide to Installing and Deploying Claude Code: Configure Your AI Coding Tool from Scratch
A detailed walkthrough of the full Claude Code installation process: environment setup, npm installation, proxy configuration for networks in China, API integration, and CC Switch provider management—helping beginners quickly get started with this AI coding tool.
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·5 min
ECC: An Agent Enhancement Framework for AI Coding Assistants — Five Core Capabilities Explained
ECC is an agent optimization framework for AI coding assistants like Claude Code, Cursor, and Codex, enhancing them with skills, memory, security, and research-first development capabilities.
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·3 min
Claude Code Auto-Submitting PRs: Three Guardrails Every Team Must Lock Down First
Claude Code can auto-modify code and submit PRs, but this brings risks around permissions, review gaps, and unclear accountability. Learn the three governance guardrails every team must establish.
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·8 min
OpenAI Merges Codex with ChatGPT: A Deep Dive into the Unified Desktop App Overhaul
OpenAI officially merges its coding agent Codex with ChatGPT into a unified desktop app, adding new coding workflows, a Chrome extension, a built-in browser, and GPT-5.6-powered Computer Use capabilities.
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·4 min
OpenAI Build Week Kicks Off: Turning Your Ideas Into Reality with Codex
OpenAI launches Build Week, a global developer event centered on Codex AI coding tool, featuring live sessions and community events to help developers ship ideas fast.
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·4 min
DeepSeek Coder Deep Dive: How This Open-Source Code LLM Outperforms GPT-4
A deep dive into DeepSeek Coder V1 to V2: MoE architecture, 128K context, 90.2% HumanEval pass rate, and how it became the first open-source model to beat GPT-4 Turbo.
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·6 min
The Complete Beginner's Guide to Claude Code: From Installation to Advanced Usage
Claude Code is one of the most powerful AI coding agents, running in the terminal to write code, batch operations, build web projects, and more. This guide covers installation, connecting local models via CC Switch, permission modes, CLAUDE.md, Skills, MCP, Subagents, and more.
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