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Deep dive into OpenAI Swarm multi-agent orchestration framework, explaining Function Call tool invocation and Handoff task transfer mechanisms with local deployment guide.
TutorialsIn-depth comparison of ReAct and CodeAct — two core Agent tool-calling architectures. From paper principles to code implementation, learn the trade-offs between reasoning+action and code execution.
TutorialsLearn how to configure Claude Code CLI, Copilot CLI, Codex, Trae, OpenCode and more through a unified API gateway — one API Key for all AI coding tools.
TutorialsComplete tutorial on Alibaba Cloud Bailian platform covering API Key setup, Qwen model calls, streaming output, multi-turn conversation principles, and prompt engineering with four roles.
Deep DivesAnalyzing the "worse is better" philosophy in large model architecture: why DeepSeek V4 dropped N-gram, why Transformer dominates AI, and three iron laws of simple, efficient model design.
Product ReviewsDeep dive into Google's Antigravity IDE: analyzing this free AI coding tool built by the Windsurf team, its agent-first development mode, real-world performance, and full comparison with Cursor.
TutorialsDeep dive into Anthropic's open-source MCP protocol, covering client-server architecture, tool calling mechanisms, MCP server development, and remote deployment for standardized AI integration.
Deep DivesDeep dive into how MCP (Model Context Protocol) solves three core pain points of Tool Calling: verbose descriptions, unstable invocations, and lack of unified standards.
Product ReviewsA non-coder indie developer shipped a product in 16 days using Gemini, Cline, MiniMax, and DeepSeek. Full retrospective on tool selection, model quality gaps, and practical lessons learned.
TutorialsStep-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.
TutorialsA refill tool integrating Kiro, Cursor, and Windsurf for unlimited AI coding assistant usage including Claude 4.5. Analysis of technical principles, methods, and potential risks.
Product ReviewsIn-depth comparison of OpenClaw and Hermes open-source AI Agent frameworks covering architecture, memory systems, auth, plugins, and channel distribution to guide developer selection.
Product ReviewsPixel 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.
TutorialsLearn 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.
TutorialsStep-by-step tutorial on switching Claude Code's backend to DeepSeek API using ccswitch. Complete 7-step setup guide to build a low-cost AI coding assistant with troubleshooting tips.
TutorialsA detailed guide to OpenAI Codex desktop app's multitasking workflow, covering iOS development, web deployment, design integration, video production, investor decks, and social media automation.
TutorialsLearn how to connect DeepSeek V4 Pro and V4 Flash to Claude Code using CC Switch, with complete steps for download, model mapping, and API Key configuration in 5 minutes.
Tech FrontiersHermes Agent 0.14.0 Foundation Update: local proxy unified auth, 180x browser automation speedup, native Windows support, AI video generation, free DeepSeek V4, and lossless Handoff context switching.
TutorialsChinese developer creates Claude Code toolbox for one-click deployment of official v4.7, with flexible API Key configuration for multiple model providers, lowering barriers for developers.
Tech FrontiersMay 16, 2025 AI roundup: OpenClaw 3.5x faster, GitHub Copilot Memory early access, Qoder 1.0 autonomous workbench, MiniMax M2.7 on OrcaRouter, Meituan General 365 benchmark.