#state rollback
253 related articles
·3 min
Agentic Coding: How AI Agents Are Reshaping Legacy System Modernization
Developers spend 60%+ of their time understanding legacy code. Agentic Coding uses AI Agents to autonomously explore codebases, map hidden dependencies, and generate tests—turning legacy modernization from risky archaeology into a controlled engineering process.
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·4 min
Claude Code Beginner's Guide: From Installation and Configuration to Hands-On Projects
Complete Claude Code beginner's guide covering Git, VS Code setup, third-party model integration, permissions, Tools, Hooks, Skills, SubAgents, and a hands-on project walkthrough.
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·3 min
Qwen3.6 Unofficial Derivative Models: 34B Depth Extension and 14B Extreme Compression Explained
Deep analysis of two Qwen3.6 community derivatives: 27B extended to 34B with 80 layers for better reasoning and distillation, and 35B MoE compressed to 14B for 8GB GPU local deployment.
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·3 min
Claude Code Routines Explained: Automation in Practice with Proactive AI Coding Agents
Deep dive into Claude Code Routines: build proactive AI coding agents with time-scheduled and event-driven triggers. Covers automated docs, deploy verification, and on-call investigation.
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·4 min
Claude + Hexels MCP Hands-On: Three Multiplayer Games from a Single Prompt, Total Cost $68
Creator Adil used Claude Fable 5 and Hexels MCP to build three multiplayer games in one afternoon with zero code for just $68, attracting nearly 4,000 players.
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·3 min
What Is AI Loop Programming? A Deep Dive into the Real Value and Hype Behind Loop Engineering
AI Loop Engineering is called a new programming paradigm, but is it truly revolutionary? This article analyzes its core principles, mathematical limitations, real-world details, and the hype behind it.
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·3 min
Three Paradigm Shifts in LLM Interaction: From Website to Desktop App to Team Member
Explore the three paradigm shifts in LLM interaction: from ChatGPT as a website, to desktop apps, to autonomous AI team members that collaborate asynchronously with humans.
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·3 min
The Complete Skill Map for AI Application Engineers: A Progressive Roadmap from Fundamentals to Production
A systematic breakdown of the complete skill structure for AI application engineers, covering Python & deep learning fundamentals, small model engineering, LLM fine-tuning, Agent development, and enterprise projects.
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·4 min
Deep Dive into Six AI Development Tools: Loop Recipe Library, Vercel Agent Framework, and More
Deep analysis of Loop workflow recipes, Vercel's open-source Agent framework, Pyker AI-native project management, Arrow P2P tool, DBX database client, and NVIDIA's Skill Spectre security tool.
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·4 min
AI Programming in Practice: Building a Local Errand-Running Mini Program in 37 Minutes — Full Workflow
Learn how to build a full local errand-running mini program in 37 minutes using AI tools like Stitch, Trae, UniApp, and UniCloud — covering UI design, full-stack development, and cross-platform publishing.
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·4 min
Deep Dive into Pi Coding Agent: Why One Developer Abandoned Mainstream AI Tools to Build from Scratch
Veteran developer Mario Zechner dissects flaws in Cloud Code, OpenCode, and Cursor, then builds Pi — a minimalist coding Agent with just four tools and deep extensibility.
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·3 min
AI Agent Loops in Practice: Four PRs Auto-Merged While I Slept
From manual AI prompting to building automated loops — let Agents prompt, review, and merge code themselves. A real-world case: one message triggers four PRs auto-reviewed and merged overnight.
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·4 min
Git Tutorial for Beginners: Essential Version Control Skills for AI-Assisted Programming
Learn Git from scratch and master the 6 most essential commands for AI-assisted programming. Solve the pain of AI breaking your code with proper version control.
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·3 min
Essential for AI-Powered Coding: Keep Your Git Repository Clean with .gitignore
Learn essential .gitignore techniques for AI-powered coding. Covers AI temp files, system files, and dependencies with ready-to-use Node.js and Python templates.
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·4 min
Claude Code Controlling Unreal Engine 5: Two Free Plugins for AI Game Development
Learn how to connect Claude Code to UE5 for free using Unreal Cloud and Vibe UE plugins. AI builds game levels, edits Blueprints, and adjusts materials.
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·4 min
Loop Engineering from Beginner to Expert: A Complete Guide to Agent Loop Development
A deep dive into Loop Engineering covering Agent Loop workflows, code implementation (While loops and Graph patterns), and how it differs from Prompt Engineering.
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·3 min
Claude Code's Hidden Advantages Explained: Design Choices Every AI Coding Tool Should Copy
Deep dive into Claude Code's leading design in agentic coding: skill script execution, CLAUDE.md imports, remote control, dynamic workflow orchestration, and why Cursor, Codex and others should adopt these features.
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·4 min
Harness Engineering in Practice: Taming AI Agents with Hermes Agent
Deep dive into Harness Engineering: using the open-source Hermes Agent framework's four-layer memory system and Skill evolution to build controllable, evolvable AI agents.
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·3 min
9 Advanced Claude Code Tips: From Memory Injection to Context Management — A Complete Guide
9 advanced Claude Code tips covering /init memory injection, Token context monitoring, Plan mode, collaboration strategies, and /undo safe rollback to build a complete AI coding workflow.
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·3 min
Complete Guide to OpenAI Codex: Installation, Configuration, and Practical Tips
Complete guide to OpenAI Codex APP covering installation, sandbox permissions, multi-task parallelism, Steer function, and practical tips for developers.
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