#REPL
717 related articles
Expert Opinions·2 min
Cross-Agent State Sharing: A More Practical Context Solution Than Memory Management
Analysis of context fragmentation in multi-Agent collaboration, comparing memory vs. state management approaches, and how tools like Opal Bridge enable seamless switching between Claude Code, Codex, and other Agents.
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Product Reviews·3 min
6 Developer Tools Roundup: AI Coding Cost Tracking, Agent Virtual File Systems, and More
Roundup of 6 developer tools: CodeBurn for AI coding token cost tracking, Mirage virtual file system for Agents, Boring SSH tunnel manager, PeerTrace file tree renderer, DataTab font-based data visualization, and Flu TypeScript Agent framework.
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Tutorials·2 min
Five Mastery Levels of Claude: From Basic Q&A to Architect-Level Autonomous Systems
Based on 400+ hours of hands-on experience, a systematic breakdown of five progressive Claude mastery levels: from basic Q&A to architect-level autonomous systems with specific methods for each.
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Product Reviews·3 min
OpenClaw v2026.5.14 Deep Dive: Real-Time Voice Calls and Gateway Freeze Fix
Deep dive into OpenClaw v2026.5.14: TelLinks real-time voice calls, gateway freeze fix, Telegram message congestion resolution, Agent transparency, DeepSeek V4 Flash config, and 120+ bug fixes.
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Industry Insights·3 min
China's Internet Giants Collectively Expand AI Capital Expenditure: Six Key Beneficiary Sectors in the Computing Infrastructure Supply Chain
China's internet giants collectively increase AI CapEx as computing infrastructure shifts from expectations to delivery. Analysis of six key beneficiary sectors including AI data centers, chips, and storage.
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Tech Frontiers·3 min
AI as Store Manager Running a Physical Shop: An Absurd Experiment That Lost $13,000 in One Month
Anthropic let AI Agent Luna autonomously run a physical store with $100K. It lost $13K in one month after trying to hire from Afghanistan, ordering 1,000 toilet seats, and giving random discounts.
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Tutorials·3 min
Building an R Language AI Programming Workstation with Positron + Continue + DeepSeek
Step-by-step tutorial: Build an R language AI programming environment using Positron editor, Continue plugin, and DeepSeek models, covering installation, code autocomplete, and COSTAR prompt framework.
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Tutorials·3 min
Connecting Claude Code to TradingView: A Practical Guide to AI-Powered Trading Analysis
Learn how to connect Claude Code to TradingView desktop via an open-source project for AI-powered chart reading, technical analysis reports, and automated PineScript coding with full setup guide.
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Tutorials·2 min
Analysis of the Kiro, Cursor & Windsurf 3-in-1 Unlimited Refill Tool: Risks and Alternatives
Deep analysis of the Kiro, Cursor & Windsurf 3-in-1 unlimited refill tool: technical implementation, potential risks, account security concerns, and compliant AI coding alternatives.
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Tutorials·2 min
AI Agent Team Automating Short-Video Production: A Complete Workflow from Raw Material to Publishing
Learn how multiple AI Agents form a collaborative team to automate short-video production end-to-end—from material mining and script generation to video packaging and cross-platform RPA publishing.
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Expert Opinions·2 min
How Should Indie Developers Deal with Haters? Understanding the Loyal Detractor Phenomenon After Traffic Fades
After viral video traffic fades, indie developers often find die-hard haters among the most loyal remaining viewers. Learn the psychology behind it and practical strategies for handling negativity.
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Product Reviews·3 min
Tencent WorkBuddy Hands-On Review: Mass-Producing Healing Pet Videos with AI Expert Teams — Full Workflow
Hands-on review of Tencent WorkBuddy's AI Expert Team collaboration mode for batch-producing healing pet videos. Full workflow from viral analysis to automated generation, with honest assessment.
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Tutorials·3 min
AI Fully Automated Talking-Head Short Video Production: From Editing to Publishing in Just 5 Minutes
A proven AI workflow automates talking-head short video production end-to-end — from video packaging and copywriting to thumbnail creation and multi-platform scheduled publishing — in just 5 minutes.
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Product Reviews·2 min
Pixel Video: An Open-Source Short Video Automation Tool That Produces Videos in Three Minutes
Pixel Video is an open-source short video automation tool with 15K GitHub Stars, supporting end-to-end automation from scripting and AI visuals to voice synthesis and final output, compatible with GPT, DeepSeek, and more.
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Product Reviews·2 min
HyperFrames: An Open-Source Tool for Batch Video Generation Using HTML Code
HyperFrames is a trending GitHub open-source project that renders HTML/CSS animation code into MP4 videos. Combined with AI coding tools, it enables automated batch video production at zero cost.
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Tutorials·2 min
AI Competitive Analysis in Practice: A Complete Method to Decode Short-Video Account Positioning in 2 Minutes
Traditional short-video competitive analysis limits you to 2 accounts per day. With AI tools, complete niche positioning, persona analysis, and business model breakdowns in just 2 minutes using a four-step workflow.
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Tutorials·2 min
Building AI Agents on Kinoviz for Vector Animation: System Capabilities and AI Collaboration in Practice
Explore building AI Agents on Kinoviz for automated vector animation, analyzing the division between system and AI capabilities, and applications in logo animation and data visualization.
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Tutorials·3 min
The Complete Guide to Git & GitHub Core Concepts: Version Control in the AI Era
A systematic guide to Git and GitHub core concepts covering Commit, Branch, Merge, Pull Request and more. Master version control from local repos to remote collaboration using AI.
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Tutorials·3 min
Ollama + Gemma 4 Local Codex Setup: Complete Guide to Zero-Cost AI Programming
Learn how to run Codex locally with Ollama and Gemma 4 for zero-cost AI programming. Covers installation, model selection, and real demos as an alternative to $20-200/month paid plans.
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Tutorials·3 min
10 AI Coding Plugins Tested: From Video Animation to Product Development and Office Automation
Hands-on review of 10 AI coding plugins covering Hyperframe animation, Remotion data videos, Figma design, multi-platform development, spreadsheet/PPT automation, and Computer Use for full workflow enhancement.
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