#Rust service layer
1183 related articles
Product Reviews·2 min
New Features for Claude Managed Agents: Self-Hosted Sandboxes and MCP Tunnels Explained
Anthropic launches two enterprise features for Claude Managed Agents: self-hosted sandboxes with Cloudflare, Daytona, Modal, and Vercel, plus MCP Tunnels for secure private network connections.
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Industry Insights·2 min
A Practical Guide to Taking AI Apps Global: Five Key Dimensions for Small Teams
A deep analysis of five core dimensions for small teams taking AI apps global: market selection, technical compliance, promotion, regional comparison, and growth strategy.
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Tutorials·2 min
AI Agent Acceptance Testing Anti-Pitfall Guide: Replace AI Self-Reports with Logs and Data
Don't trust AI's self-reported test results. Learn three-layer acceptance criteria using HTTP status, business logs, and database persistence to verify AI Agent outputs.
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Industry Insights·2 min
Anthropic Acquires Stainless API: A Strategic Play for SDK and MCP Ecosystem Dominance
Anthropic acquires SDK platform Stainless API, internalizing core developer tools. Analysis of the strategic logic: controlling developer experience, strengthening MCP ecosystem, and the AI vertical integration trend.
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Tutorials·1 min
Claude Code Web Search Broken After Connecting MiniMax? 1-Minute Fix
Fix Claude Code Web Search failure after switching to MiniMax M2.7. Configure the official MiniMax Coding Plan MCP tool with one command to restore search and prevent hallucinations.
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Product Reviews·1 min
UI-UX-Pro-Max-Skill: A Professional UI Design Skill Pack for AI Coding Assistants
UI-UX-Pro-Max-Skill is an open-source AI design skill pack supporting Cursor, Claude Code & 15+ AI assistants. With 67 UI styles and 161 color schemes, it generates complete design systems in seconds.
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Tutorials·3 min
Anthropic's Official MCP Tutorial: A Complete Guide from Basics to Remote Deployment
A detailed guide to Anthropic's official MCP course covering client-server architecture, building MCP servers, third-party integrations, and remote deployment for standardized AI tool access.
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Tech Frontiers·1 min
Superpowers Open-Source Framework: A Methodology for Making AI Coding Assistants Think Before They Code
Superpowers is an open-source AI coding framework with 180K GitHub Stars that uses Spec First, TDD, and Subagent task decomposition to transform AI assistants from code generators into engineering partners.
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Product Reviews·2 min
Replit Agent 3 Deep Dive: The AI Coding Powerhouse That Works 200 Minutes Straight
Deep analysis of Replit Agent 3's multi-agent architecture and browser simulation testing. Compare with GitHub Copilot and Cursor, and see how this AI assistant works 200 minutes straight to help anyone build apps in an hour.
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Tutorials·2 min
NestJS + LangChain + Tauri 2: A Practical AI Full-Stack Development Solution
An enterprise AI full-stack solution using NestJS, LangChain, LangGraph, and Tauri 2, covering AI service platforms, multi-agent orchestration, RAG, and cross-platform delivery for frontend developers.
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Tutorials·2 min
How Frontend Engineers Can Systematically Build AI Agent Architecture Skills
How frontend engineers can move beyond API calls to build production AI systems — covering streaming output, BFF layers, RAG pipelines, and Agent orchestration with LangChain.js/LangGraph.js.
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Tech Frontiers·2 min
AI Coding Price War Erupts: Claude Code Boosts Quota 50%, OpenAI Offers Two Months of Free Codex
Anthropic boosts Claude Code quota 50% through July 13; OpenAI offers enterprises two free months of Codex. A defensive vs. offensive AI coding price war unfolds.
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Tutorials·2 min
Claude Code Installation Guide: Configuration for China-Based Users & Superpowers Plugin in Practice
Complete guide to installing Claude Code in three commands, configuring models for China-based users via manual setup or CCSWITCH, and using the Superpowers plugin with TDD to boost AI code quality.
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Product Reviews·2 min
Glutra: A Multi-Agent Collaborative Desktop App for Building Your AI One-Person Company
Glutra is an open-source multi-agent desktop app for batch creating AI employees, visual workflow orchestration, and real-time monitoring. Cross-platform support for building your AI one-person company.
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Product Reviews·1 min
Ruflo: Turning Claude Code into a Multi-Agent Collaborative Development Team
Ruflo is an open-source multi-agent framework that adds Swarm collaboration, Memory persistence, and a Plugin Marketplace to Claude Code, upgrading a single AI assistant into a coordinated Agent dev team.
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Tutorials·2 min
Open-Source SaaS Subscription Template: A Quick Setup Guide with Next.js + Stripe + Supabase
A complete guide to building an open-source SaaS subscription template with Next.js, Stripe, and Supabase — covering Webhook config, Google OAuth, database triggers, and Vercel deployment.
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Expert Opinions·2 min
The Faster AI Generates Code, the Faster Your Project Dies: Trust Engineering Is the Real Bottleneck
AI programming drives code generation cost to zero, but verifying correctness is the ultimate bottleneck. GitClear data shows 10x copy-paste surge. Developers must shift from writing to verifying code.
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Tutorials·2 min
Complete Self-Study Roadmap for Cybersecurity: Four Stages from Zero to Hands-On Practice
How to self-study cybersecurity from zero? This guide provides a systematic four-stage roadmap covering fundamentals, penetration testing, range training, and real projects with recommended tools.
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Tutorials·2 min
Codex Computer Use Tutorial: Let AI Automatically Control Your Computer to Complete Tasks
A detailed guide to OpenAI Codex's new Computer Use feature: setup, configuration, and practical demos including AI-controlled app launching and commanding Cursor to create projects, plus privacy tips.
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Tutorials·4 min
Windsurf Account Switching Plugin Tutorial: Bulk Import, One-Click Switch & Auto-Rotation
Guide to the Windsurf account switching plugin: bulk import, seamless one-click switching, real-time quota viewing & auto-rotation. Includes security risk analysis.
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