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Product ReviewsManus AI Agent is now fully open. This hands-on review tests it through a complete social media startup scenario—from research to content production—revealing its real capabilities and limitations.
Product ReviewsHands-on review of Manus after open registration: testing news webpage generation, flight search, and video creation reveals AI Agent limitations in accuracy, efficiency, and cost-effectiveness.
Product ReviewsDeep analysis of open-source AI workflow platform Sim Studio with nearly 10K GitHub Stars. Apache 2.0 licensed, supports full local deployment and Ollama local LLM integration. Compared with Dify and n8n.
Product ReviewsYC CEO Garry Tan open-sourced gstack, a Claude Code toolset with 23 role-based AI tools covering CEO, Designer, Engineering Manager, QA and more. 97K+ GitHub stars. Full breakdown inside.
TutorialsComplete guide to ByteDance's Jimeng Seedance 2.0: core capabilities, first-last frame control, video extension, trending video remix, and money-saving strategies with credits and referral tips.
Product ReviewsDeep dive into ByteDance's open-source Trae Agent — the free AI coding CLI tool topping SWE-bench. Covers installation, features, and comparisons with Claude Code and Gemini CLI.
Product ReviewsIn-depth review of ByteDance's Trae 2.0 SOLO mode: from natural language requirements to one-click website deployment. Covers memory, self-repair upgrades, and impact on Manus and Genspark.
TutorialsA deep dive into Andrew Ng's latest Deeplearning.AI course on AI Agents, covering Agentic AI use cases, disciplined development workflows, evaluation frameworks, and error analysis methodology.
Product ReviewsDeep dive into a trending GitHub multi-agent framework with 98 expert agents, swarm collaboration, HNSW vector memory, autonomous learning, and Claude Code plugin support for full-lifecycle development.
Expert OpinionsHashiCorp founder Mitchell Hashimoto reveals the real driver behind enterprise tech decisions: 90% of TDMs are primarily motivated by not getting fired. A deep dive into the Gartner analyst economy, buzzword industrial chain, and enterprise procurement logic.
Tech FrontiersDeepAgents is LangChain's open-source Agent framework built on LangGraph, supporting multi-step reasoning, state management, and multi-Agent collaboration for production-grade AI development.
Product ReviewsDeep dive into ByteDance Volcengine's open-source MineContext — a proactive context-aware AI assistant. Explore Context Engineering, ChatGPT Pulse integration, and real-world applications.
TutorialsDeep dive into Pixelle-Video, a trending open-source AI short video engine with 14K+ GitHub Stars. Explore its end-to-end automation, architecture, use cases, and how to get started.
Tech FrontiersA fake GitHub repo claims "GPT-5.5 Instant officially released" with a China direct-access guide. Learn why it's a scam and how to spot fake AI projects.
TutorialsGoogle open-sources gemini-fullstack-langgraph-quickstart with 18,000+ Stars. Deep dive into the technical architecture, state machine design patterns, and tool-calling mechanisms of building full-stack AI Agents with Gemini 2.5 and LangGraph.
Product ReviewsDiffSynth-Studio is an open-source diffusion model tool by ModelScope with 12,000+ GitHub stars. This guide covers its features, community momentum, and accessibility for AI image generation.
Product ReviewsNousResearch open-sources Hermes-Agent framework, earning 130K+ GitHub Stars. Deep analysis of its progressive architecture, modular design, and Hermes model integration vs. LangChain and AutoGPT.
TutorialsDeep dive into Unsloth: fine-tune and run Gemma 4, Qwen3.6, and DeepSeek locally via Web UI. 70% less VRAM, 5× faster — consumer GPUs welcome.