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Industry Insights·2 min
How MCP Becomes a Deep Extension Point for Agent Platforms: Architecture Design and Practice
Deep dive into MCP protocol architecture in Agent platforms, covering MCP Proxy design, tool invocation for human-in-the-loop collaboration, permission integration, and advantages over Skill approaches.
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Industry Insights·1 min
The Claude Code Performance Degradation Controversy and 6 Open-Source Tools Worth Watching
Deep analysis of the Claude Code performance degradation controversy caused by thought summarization, plus open-source tools: Mautica AI Agent platform, Hitry spreadsheet engine, and more.
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Tutorials·2 min
The Foundation of Agent Platforms: Practical Guide to Session Event Abstraction, Transport, and Storage
Practical guide to Session Event engineering in production Agent platforms: Universal Event abstraction, three-party streaming transport with fault tolerance, and PostgreSQL storage evolution.
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Tutorials·1 min
SourceCheck: Replace Copying with Citations to Build Verifiable and Trustworthy LLM Output
SourceCheck is an open-source tool that replaces bulk copying with metadata citation protocols, combining deterministic verification and self-correction loops to solve LLM hallucination problems.
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Tech Frontiers·1 min
6 Developer Tools You Should Know: AI Debugger, Email Client & Agent Sandbox
6 curated developer tools: Dev3000 AI panoramic debugger, Cloudflare Agentic Inbox, GH Dashboard, Animate Icons, Acme V2 TypeScript IaC, and Telode AI Agent sandbox.
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Tutorials·2 min
Oz Platform in Practice: A Complete Configuration Guide for AI Agents That Auto-Earn Money and Fix Bugs
Complete guide to Oz agent orchestration: AI agents auto-update Udemy coupon pages for $1K+/month passive income and auto-fix GitHub bugs via triggers, environments, and skills.
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Industry Insights·1 min
AI Agent Developer Toolchain: Code Search, Diff Viewing & K8s Config Generation in Practice
Deep dive into AI Agent developer tools: Symbol code search saves 98% Tokens, plus Filess AMD local notes, K8s config generation, and more practical tools.
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Tutorials·1 min
Complete Methodology: Non-Technical Founder Uses AI to Build an App in 3 Days, Earning $20K/Month
Finance major Mal Barron used Cursor and ChatGPT to build PrayerLock in 3 days, hitting $20K+ monthly revenue in 6 months. Full breakdown of AI development, organic growth, and paid ads.
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Product Reviews·2 min
Zero Code, Built an App with Claude Code, Made $6,000 in 30 Days — The Full Story
A non-coder built a self-improvement app with Claude Code in one weekend, used AI video marketing to get 30M views, and earned $6,000 in 30 days with zero ads.
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Expert Opinions·1 min
Validation-Driven Development: The Key to Unlocking AI Coding's True Potential
The bottleneck of AI coding tools isn't model capability — it's your validation infrastructure. Learn the validation-driven development paradigm and how to achieve 5–7x efficiency gains.
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Industry Insights·2 min
A Beginner's Guide to Vibe Coding: Make Money Building Software with AI — No Coding Required
Vibe Coding lets anyone build software with AI through conversation — no programming needed. Learn what it is, how to break down tasks, and how to make money building custom tools for small businesses.
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Product Reviews·1 min
OpenClaw Hands-On: Can AI Automation Replace Traditional RPA?
A hands-on evaluation of OpenClaw across two real-world cases, comparing AI automation vs. traditional RPA on Android and Windows, and analyzing how the Skills module reduces token costs.
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Product Reviews·2 min
OpenClaw Hands-On Review: An AI Agent That Controls Your Computer — A New Benchmark for Office Automation
In-depth review of OpenClaw AI Agent: it takes over your keyboard and mouse to operate your computer directly. Covers environment setup, data scraping, file management, security, and cross-platform support.
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Tutorials·2 min
OpenClaw in Practice: A Complete Guide to Building Three Enterprise-Grade AI Digital Workers in Two Weeks
Learn how to build enterprise-grade AI digital workers with OpenClaw, including a full recruitment automation AI HR Assistant, technical architecture, and offline deployment.
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Tutorials·2 min
OpenClaw: Building Industrial-Grade Agents with Zero Code — Deployment, Memory Management & Feishu Automation in Practice
A deep dive into OpenClaw's industrial-grade agent framework: local deployment, dual-layer memory management, Skills system design, and zero-code enterprise Agent building with Feishu automation.
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Tutorials·2 min
AI Keeps Going Off-Track? Use Code to Compile Your Materials into Task Context
AI answers always off-track? The problem isn't the model — it's your input. Learn how context compilation scripts transform scattered materials into structured task context, boosting AI output quality from 2 to 90 points.
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Tutorials·3 min
Figma MCP in Practice: Complete Tutorial for Connecting Design Files Directly to an AI Code Editor
Step-by-step tutorial on connecting Figma design files to the Antigravity AI code editor via Figma MCP, covering MCP setup, Access Token config, and verification.
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Industry Insights·2 min
AI Security Audit Reports Are Crushing the curl Project: An Existential Crisis for Open Source Maintainers
curl founder Daniel Stenberg reveals AI-driven security reports have surged to 4-5x 2024 levels, overwhelming open source maintainers with unprecedented pressure.
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Tutorials·1 min
NVIDIA CUDA Tile: A Detailed Look at the New Tile-Based GPU Programming Paradigm
In-depth analysis of NVIDIA's new CUDA Tile programming model: how tile-based GPU kernel development integrates with C++, optimizes data locality, and accelerates Tensor Core computation for HPC, deep learning, and AI inference.
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Product Reviews·6 min
One API: An Open-Source API Gateway Managing 30+ LLMs Through a Single Interface
One API is an open-source LLM API gateway that unifies 30+ LLM providers including OpenAI, Claude, Gemini, and DeepSeek through an OpenAI-compatible interface. Features Key management, quota control, load balancing, and one-command Docker deployment. 32k+ GitHub Stars.
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