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122 related articles
·2 min
OpenAI Codex Cloud Task Delegation: The Complete Workflow from VS Code to PR
A detailed guide to OpenAI Codex extension's cloud task delegation, covering the complete workflow from initiating cloud coding tasks in VS Code to reviewing changes and creating Pull Requests.
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·2 min
OpenAI Codex Parallel Tasks in Practice: Multi-Task Concurrent Execution Tips and Best Practices
A detailed guide to OpenAI Codex Cloud parallel task execution, covering isolated container principles, concurrent UI component generation demos, merge conflict handling, and maintaining human review in AI programming.
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·3 min
Roo Code Deep Dive: A Guide to the Multi-Model AI Coding Assistant for VS Code
Deep dive into Roo Code (formerly Roo Cline) VS Code extension: multi-AI backend switching, auto-diff code review, terminal command execution, and Architect Mode explained with practical tips.
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·4 min
Vibe Coding Beginner's Guide: Tool Selection Across Three Categories with Practical Examples
A comprehensive guide to Vibe Coding's three tool categories: Agent frameworks, CLI Coding, and IDE tools, with practical examples including Snake game and data analysis workbench.
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·2 min
Hermes Agent in Practice: A Complete Guide from VPS Deployment to Telegram Integration
A detailed guide to deploying Hermes Agent on VPS with Docker, integrating Telegram Bot, configuring scheduled tasks, and scaling with multi-agent strategies.
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·2 min
Claude Code Desktop Status Capsule: An Open-Source Widget for Real-Time AI Coding Status Monitoring
An open-source desktop status capsule that monitors Claude Code's idle, working, and completed states in real time, with multi-conversation management, memos, and music control for developers.
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·2 min
Anthropic Team in Practice: Claude Code Experience with 16 Parallel Agents Developing a Compiler
Deep analysis of Anthropic's real-world Claude Code practices: 16 parallel Agents building a C compiler, three-role architecture for full-stack apps, smart approvals solving 93% blind approval issues, and six official best practices.
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·4 min
Cursor Composer2 Training Revealed: A Complete Guide to Distributed Reinforcement Learning Engineering
Deep dive into how Cursor trained Composer2: two-stage architecture, global distributed clusters, MOE numerical alignment, simulation anti-cheating, and more.
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Claude Code Hooks: A System-Level Safe…
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Claude Code Hooks: A System-Level Safety Lock for AI Programming
Deep dive into Claude Code Hooks: how Pre-tool and Post-tool Hooks create system-level safety guardrails for AI programming, from sensitive file protection to automated code standards.
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Trae Agent Deep Dive: Hands-On Review …
·3 min
Trae Agent Deep Dive: Hands-On Review of ByteDance's Open-Source AI Coding CLI Tool
Deep dive into ByteDance's open-source Trae Agent—a free MIT-licensed AI coding CLI tool. Covers installation, core features, run modes, and real-world performance vs Claude Code and Gemini CLI.
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RTK Terminal Output Compression Tool: …
·3 min
RTK Terminal Output Compression Tool: Save 80% of Token Consumption in Claude Code
RTK is an open-source Rust terminal output compression tool for Claude Code. It intercepts git, npm, and other command outputs, cutting Token usage from 118K to 23.9K — saving ~80%. Free, offline, installs in 2 minutes.
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Full-Stack Development in a Todo App: …
·4 min
Full-Stack Development in a Todo App: 35 Core Technologies Every Programmer Should Know
Using a todo app's full development lifecycle as a guide, this article covers 35 core full-stack technologies from frontend to backend, databases, DevOps, cloud deployment, and scaling architecture.
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Connecting Claude Code to DeepSeek: A …
·2 min
Connecting Claude Code to DeepSeek: A Guide to Setting Up an AI-Driven Testing Environment
Learn how to connect Claude Code to DeepSeek LLM for AI-driven testing. Covers Terminal vs Device Agents, Node.js setup, Claude Code installation, and DeepSeek integration.
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Will AI Replace Programmers? Here's Wh…
·3 min
Will AI Replace Programmers? Here's What a Senior Developer Who Started Coding at 30 Has to Say
Will AI replace software engineers? A senior developer who started coding at 30 shares his real-world perspective on AI's impact on programming and what makes developers irreplaceable.
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Codex Setup Guide: From Environment Co…
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Codex Setup Guide: From Environment Configuration to Core Features Explained
Complete guide to installing and configuring OpenAI Codex, covering Git, Node.js prerequisites, sandbox permissions, multi-task parallelism, and context management for developers.
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A Beginner's Guide to Vibe Coding: Bui…
·2 min
A Beginner's Guide to Vibe Coding: Build Software with Natural Language, No Coding Required
Vibe Coding lets anyone build software without coding skills. Learn what it is, how to get started, and how to use natural language and AI to go from idea to app.
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Deep Dive into Closco: The Research Au…
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Deep Dive into Closco: The Research Automation Platform That Goes from Natural Language to Complete Reports
Deep analysis of Closco's research automation platform covering cloud sandbox architecture, self-healing execution, batch computing, and applications in computational materials science, drug design, and genomics.
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The Four Stages of AI Coding Tool Evol…
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The Four Stages of AI Coding Tool Evolution: From Code Completion to Multi-Agent Collaboration
A deep dive into the four stages of AI coding tool evolution: from code completion and chat Q&A to Agentic Coding and multi-Agent collaboration, explaining the design logic behind Claude Code, Cursor, and Codex.
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rsync Hit by AI Code Invasion: 36 Comm…
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rsync Hit by AI Code Invasion: 36 Commits Trigger Open Source Infrastructure Trust Crisis
After rsync maintainer used Claude AI for 36 code commits, incremental backup functionality broke. Alpine Linux and Debian discuss rollbacks, exposing deep tensions between AI code quality and open source maintenance.
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·2 min
SiYuan Note: A Complete Analysis of the Privacy-First Open Source Knowledge Management System
An in-depth analysis of SiYuan, a privacy-first, self-hosted open source knowledge management system. Explore its architecture, core features, use cases, and advantages over Obsidian and Logseq.
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