#multi-agent coding
718 related articles
Tutorials·3 min
Claude Code + Skills: A Practical Guide to 10x AI-Driven Test Case Generation
Learn how Claude Code combined with Skills encapsulation enables AI-driven test case generation with 10x efficiency gains, from 33 to 400+ cases through encoded expert knowledge.
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Tech Frontiers·1 min
Google Anti-Gravity 2.0 Explained: The Multi-Agent Development Platform Replacing Gemini CLI
Google Anti-Gravity 2.0 officially replaces Gemini CLI with a desktop app, CLI terminal, and SDK. Powered by Gemini 3.5 Flash, it supports multi-Agent parallel collaboration and one-click Managed Agents deployment.
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Product Reviews·2 min
Mistral Vibe: Free Open-Source Terminal AI Coding Assistant — A Claude Code Alternative
Mistral Vibe is an open-source, free terminal AI coding agent by Mistral with sub-agents, async processing, and Slash commands — a powerful Claude Code alternative for developers.
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Product Reviews·2 min
Deep Dive into Warren: A Fully Autonomous AI Coding System Where One Person Uses Agents to Handle the Entire Development Workflow
Deep dive into Warren, a fully autonomous AI coding system. Learn how developer Jim West uses multi-agent collaboration to automate the entire pipeline from intent definition to production deployment.
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Tutorials·2 min
The Six Key AI Agent Protocols Explained: MCP, A2A, UCP, AP2, A2UI, and AGUI
Deep dive into six core AI agent protocols: MCP, A2A, UCP, AP2, A2UI, and AGUI — covering tool integration, multi-agent collaboration, commerce, payments, and dynamic UI, with Google ADK examples.
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Tutorials·2 min
8 Core Concepts of AI Programming: From Chat Mode to Engineering Mode
A systematic breakdown of 8 core AI programming concepts: Agent, Sandbox, Permissions, Cloud.md, MCP, Skills, Subagents, and Non-interactive — evolving from chat mode to engineering mode.
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Product Reviews·2 min
Claude Code vs Codex Hands-On Comparison: What 100 Hours of Deep Testing Reveals
100+ hours of hands-on testing comparing Claude Code and ChatGPT Codex across customization, performance, token usage, and cost with real-world benchmarks.
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Product Reviews·2 min
Codex vs Claude Code: An In-Depth Comparison of Two Leading Coding Agents
In-depth comparison of OpenAI Codex and Claude Code across work modes, extension mechanisms, and security strategies to help you choose the right AI coding agent for your team.
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Tech Frontiers·1 min
Devin Launches Multi-Instance Parallel Mode: AI Programming Evolves from Solo Operations to Army-Scale Collaboration
Devin launches multi-instance parallel mode, letting developers dispatch multiple AI Agents for different tasks simultaneously. Analysis of its impact on development efficiency and how multi-Agent collaboration redefines the developer role.
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Expert Opinions·2 min
Anthropic Reveals: Core Methodology for Building More Powerful Claude Agents
Anthropic shares deep insights on building Claude agents, covering Claude Code SDK, multi-agent coordination, tool design principles, and Skills injection techniques.
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Product Reviews·2 min
In-Depth Review of ByteDance's Trae: The Strengths and Limitations of a Free AI-Native IDE
In-depth review of ByteDance's AI-native IDE Trae: analyzing its three-layer engine architecture, Builder Mode, multi-modal code generation, and how it compares to Cursor as a free AI coding tool.
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Product Reviews·2 min
GLM5.1 Coding Capabilities Put to the Test: Building a Full-Stack AI Canvas App from Scratch
A hands-on test of Zhipu GLM5.1 in full-stack development — building an AI canvas app from scratch to evaluate improvements in problem understanding, debugging, and multi-agent collaboration.
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Tutorials·2 min
Career Prospects for LLM Development Engineers: Job Categories, Education Requirements, and Learning Paths
In-depth analysis of three LLM engineer career paths (Application, R&D, Algorithm), bachelor's degree entry, core algorithms, salary benchmarks, and a three-tier learning roadmap.
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Product Reviews·2 min
Tollecode: A Local-First AI Coding Agent That Keeps Your Code on Your Machine
Tollecode is a local-first AI coding agent supporting file operations, Shell commands, and sub-agent scheduling. Code stays on your machine with full developer control—ideal for privacy-conscious engineers.
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Product Reviews·2 min
BNA Code: An AI Programming Tool That Builds Full-Stack Mobile Apps with a Single Command
BNA Code is a CLI AI agent tool that uses a dual-Agent architecture to generate complete full-stack mobile apps with auth, database, and APIs from a single terminal command in minutes.
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Product Reviews·2 min
Superset 2.0 Deep Dive: A New IDE for Running Hundreds of AI Coding Agents in Parallel
Deep analysis of Superset 2.0 IDE's core features including multi-agent parallel execution, sandbox isolation, and unified monitoring, exploring AI coding's evolution toward agent orchestration.
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Product Reviews·2 min
Kanwas Open-Source Knowledge Management Tool: Building a Knowledge Base That Serves Both Humans and AI Agents
Kanwas is a free, open-source knowledge management tool that turns your team's knowledge base into shared working memory for both humans and AI Agents.
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Industry Insights·1 min
Karpathy Joins Anthropic: An Industry Shift from Vibe Coding to Agentic Engineering
AI leader Andrej Karpathy officially joins Anthropic's pretraining team, marking his evolution from Vibe Coding to Agentic Engineering and a return to frontier AI research.
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Research·1 min
Calico Teams Up with Google Co-Scientist: How AI Is Cracking the Challenges of Aging Research
Google's Calico Life Sciences uses AI tool Co-Scientist to integrate cross-disciplinary literature and generate new aging research hypotheses, accelerating scientific discovery.
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Research·2 min
Google Antigravity Uses 93 AI Agents to Build a Complete Operating System from Scratch
Google Antigravity built a complete OS from scratch using 93 AI agents and a single prompt—including kernel, drivers, and all components—for under $1,000.
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