#loop detection
547 related articles
Expert Opinions·2 min
Token Maxing: YC CEO's Methodology for Achieving 400x Programming Efficiency with AI
YC CEO Gary Tan returned to coding after 13 years using Token Maxing with Claude Code, completing a $4M project in 5 days. Detailed breakdown of his 15 parallel agents, Plan-Eng-Review skills framework, and G-Stack open-source workflow.
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Tech Frontiers·1 min
PyAutoGUI Tutorial: A Complete Guide to Desktop Automation with Python
A detailed guide to Python PyAutoGUI covering installation, mouse clicks, keyboard input, screenshot positioning, and a complete auto-messaging script with office automation use cases.
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Tech Frontiers·2 min
Codex in Practice: A Complete Tutorial for Building a Native macOS App from Scratch in 25 Minutes
A detailed walkthrough of building a fully functional native macOS app from scratch with OpenAI Codex in 25 minutes, covering agentic AI workflows, Codex vs Claude Code comparison, and automated testing.
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Tutorials·2 min
ACPX in Practice: Scaling AI Agent Deployment on Kubernetes for Automated PR Processing
How to build an automated PR processing system using ACP protocol, ACPX workflow engine, and Kubernetes. From OpenCLO's 60K+ PR challenge to enterprise-grade multi-Agent orchestration.
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Tutorials·2 min
Trae IDE + Image-Color AI Programming in Practice: Complete Workflow for Automated Image Finding and Clicking
Complete walkthrough of Trae IDE agent configuration and image-color automation plugin development, demonstrating AI-written image finding, ORB algorithm switching, and auto-clicking features.
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Tutorials·2 min
OpenCode in Practice: Building a Fully Automated YOLOv8 Object Detection Pipeline with Zero Code
Learn how to use OpenCode's Skill model to automate the entire YOLOv8 object detection workflow — from camera recording and auto-annotation to training and real-time detection — with zero code in just two hours.
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Tutorials·2 min
Codex++: A Practical Guide to Unlocking Full Plugins Functionality with Chinese LLMs
Chinese LLMs lose Plugins in Codex? Codex++ uses CDP injection to unlock full Plugins without modifying files—combining low cost with complete functionality.
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Tutorials·2 min
AI Content Mining Automation: Replacing Manual Labor with Systems for Scalable Conversions
A complete guide to AI-automated content mining: from data scraping and content generation to scheduled publishing, scaling CPA commission conversions on crypto platforms with AI tools.
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Tutorials·2 min
Python OpenCV Beginner Tutorial: Complete Guide to Reading and Displaying Images
Learn Python OpenCV basics: install opencv-python, read images with imread, display with imshow, handle keyboard input with waitKey, and release resources with destroyAllWindows.
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Tutorials·2 min
Harness AI Engineering Programming: A Practical Guide to Building Enterprise-Grade Projects with Claude Code
A deep dive into the Harness AI Engineering Programming framework — how to use Claude Code with VS Code for enterprise-grade development, covering architecture, task decomposition, and quality gates.
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Tutorials·2 min
AI-Assisted Reverse Engineering in Practice: Analyzing Douyin's Encrypted Parameters and Environment Spoofing
Learn how AI models like DeepSeek assist reverse engineering: analyzing Douyin's X-Bogus encryption, auto-generating 600+ lines of browser environment spoofing code.
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Research·2 min
PhyAR from Shanghai Jiao Tong University: Solving the Semantic Prior Hijacking Problem in Video-LLM Physical Reasoning
Shanghai Jiao Tong University proposes PhyAR with PACC dataset and VARC mechanism to fix Video-LLMs' inability to detect physical anomalies due to semantic prior hijacking.
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Tutorials·4 min
Save Windsurf Credits: MCP Plugin Extends Each Conversation by 5–6 Extra Interactions
How to save Windsurf credits using an MCP plugin that extends each conversation by 5–6 interactions. Covers setup, core principles, ban risks, and security tips.
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Product Reviews·2 min
iNaturalist AI Species Identification in Practice: A PyCon Developer's Birdwatching Record on the Los Angeles River
A Python developer goes birdwatching on the LA River after PyCon US, using iNaturalist's AI species identification to record four waterbirds. Exploring how citizen science, computer vision, and urban ecology converge.
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Tutorials·1 min
AI Agent Interview Focus Comparison: ByteDance vs. Tencent vs. Alibaba — Differences in Approach & Preparation Strategies
Deep comparison of AI Agent interview focuses at ByteDance, Tencent, and Alibaba: ByteDance drills ReAct implementation & RLHF details, Tencent emphasizes MCP protocols & memory systems, Alibaba focuses on multi-Agent architecture & business deployment.
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Product Reviews·1 min
Claude Code G-code Generation in Practice: 3 Projects That Break Through 3D Printing Slicer Limitations
Use Claude Code to generate G-code directly, bypassing slicer limitations to achieve sine wave textures, scale vases, and creative 3D prints with Blender automation.
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Product Reviews·3 min
Gemini 2.5 Pro Coding Test: Crushes Claude at Rust Refactoring, Falls Flat on Frontend
In-depth coding tests of Gemini 2.5 Pro covering pixel games, Ultimate Tic-Tac-Toe, Rust refactoring, and landing pages. Crushes Claude at Rust but struggles with frontend development.
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Tutorials·4 min
Windsurf Credits Refill Guide: Complete Tutorial on Spark Multi-Account Management & Card Binding Upgrade
Complete tutorial on using Spark tool for Windsurf credit refills, covering multi-account switching, card binding Pro upgrade, prompt rules, plugin installation & activation with security tips.
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Product Reviews·3 min
Cursor + Windsurf Two-in-One Real-World Test: Is Stacking Free Quotas Actually Worth It?
Real-world test of a Cursor + Windsurf two-in-one tool: one-click switching, free quota stacking, VPN-free access. Detailed analysis of benefits, suitable users, and security risks.
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Tutorials·4 min
Unlimited Free Windsurf Accounts: Complete Guide to Seamless Account Switching & Credit Compression
Complete guide to Windsurf batch registration, seamless account switching, credit compression, and MCP sustained conversations for unlimited GPT-5.2 calls with free accounts.
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