#shadow mode deployment
113 related articles
Tutorials·1 min
Rust Beginner Tutorial: From Cargo to Ownership, Master the Core Concepts in One Article
A beginner-friendly Rust tutorial covering environment setup, Cargo, variables, ownership and borrowing, pattern matching, error handling, and collections.
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Product Reviews·2 min
Codex Desktop In-Depth Review: Goodbye Command Line, AI Programming Enters the Visual Era
In-depth review of OpenAI Codex Desktop: Worktree multi-task parallelism, Skills system, automated bug scanning, and comparison with Claude Code to help you decide if this visual AI coding tool fits your workflow.
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Expert Opinions·2 min
Agent Observability in Practice: Self-Diagnostics, Implicit Signals, and Production Monitoring Systems Explained
Deep dive into AI Agent observability: self-diagnostics, explicit and implicit signal monitoring, trajectory visualization, and root cause analysis for production Agent systems.
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Product Reviews·3 min
GPT-OSS 120B Local Deployment Review: Comprehensive Comparison with O4 Mini on Code Generation and Reasoning
Hands-on review of OpenAI's first open-weight reasoning model GPT-OSS 120B, locally deployed via Ollama, benchmarked against O4 Mini on code generation, reasoning, and UI design.
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Tutorials·4 min
OpenAI Codex Automated Registration Bot: Zero-Cost Deployment Tutorial
Complete guide to deploying OpenAI Codex automated registration bot at zero cost, covering three core components, proxy setup, free email configuration, and account sync to produce 200 accounts in 10 hours.
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Industry Insights·4 min
Microsoft Open-Sources Copilot: A Seismic Shift in AI Coding — Was the $3B Windsurf Acquisition Worth It?
Microsoft open-sources GitHub Copilot, reshaping the AI coding market. Analysis of the three reasons behind this move, its impact on Cursor and Windsurf, and whether OpenAI's $3B Windsurf acquisition still makes sense.
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Deep Dives·3 min
What Is Googlebook? Why Google Is Abandoning Chromebook to Rebuild Its Laptop Ecosystem
Google officially launches Googlebook to replace Chromebook and ChromeOS. Deep analysis of the Aluminium OS connection, brand strategy, and impact on education and AI.
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Tutorials·3 min
The Complete Guide to MLflow: An Open-Source AI Engineering Platform from Experiment Tracking to LLM Deployment
A deep dive into the MLflow open-source AI engineering platform, covering experiment tracking, LLM evaluation, model deployment, and monitoring to help teams efficiently manage the ML lifecycle.
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Product Reviews·2 min
AgentSys Open-Source Framework: 49 Agents Automating Everything Beyond AI Coding
AgentSys is an open-source AI Agent automation framework with 20 plugins, 49 Agents, and 41 skills that integrates with Claude Code, Cursor, and other AI coding tools to automate project management, testing, deployment, and more.
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Product Reviews·4 min
RuoYi-Vue-Pro Deep Dive: A 37K Star Enterprise-Grade Java Full-Stack Development Platform
Deep dive into RuoYi-Vue-Pro: a 37K Star enterprise Java platform built on Spring Boot + MyBatis Plus + Vue, with multi-tenancy, workflows, CRM, ERP, and AI modules.
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Product Reviews·3 min
TalkToFigma MCP: An Open-Source Tool That Lets AI Directly Manipulate Figma Designs
TalkToFigma is an open-source MCP tool that lets AI agents like Cursor and Claude Code directly read and modify Figma designs. Supports design-to-code, batch styling, and design system maintenance.
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Product Reviews·3 min
Figma-Context-MCP: The Open-Source Tool That Lets Cursor Understand Figma Designs
Figma-Context-MCP is an open-source MCP server that injects Figma design data into AI coding assistants like Cursor, enabling precise design-to-code conversion. 14,000+ GitHub Stars.
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