#industry
6261 related articles
Research·3 min
Claude's Sycophancy Rate Hits 38% on Spirituality Topics: Anthropic Research Reveals the Truth About AI People-Pleasing Behavior
Anthropic research finds Claude's sycophancy rate hits 38% on spirituality topics, far exceeding the 9% overall rate. Analysis of AI people-pleasing behavior distribution, RLHF training biases, and implications for AI safety.
Read more →
Tutorials·3 min
Codex CLI /goal Command Explained: Set a Goal and Auto-Loop Until Completion
Codex CLI 0.128.0 adds the /goal command for goal-driven auto-loop execution. This article explains its core mechanism, prompt engineering implementation, and Ralph Loop pattern for AI coding agents.
Read more →
Product Reviews·4 min
Xiaohongshu MCP Automation Tool: Complete Content Operations Through AI Conversations
Deep dive into xiaohongshu-mcp-python: an open-source tool using MCP protocol for AI-driven Xiaohongshu automation including publishing, search, and engagement.
Read more →
Product Reviews·3 min
FofaMap v2.0: AI Self-Reflection + MCP Protocol-Driven Red Team Asset Mapping Agent
FofaMap v2.0 is an AI-driven red team asset mapping tool built on Python3, featuring AI self-reflection for auto-tuning FOFA queries, MCP protocol support for Claude/Cursor integration, and intelligent Nuclei vulnerability scanning. 657 GitHub Stars.
Read more →
Tutorials·3 min
Ollama Tutorial: The Open-Source Tool for Running DeepSeek and Other LLMs Locally with One Click
Complete guide to running LLMs locally with Ollama. Supports DeepSeek, Qwen, Gemma and more. 170K+ GitHub Stars, zero-config setup, full data privacy, no per-token API fees.
Read more →
Product Reviews·4 min
Deep Dive into CowAgent: How to Use This 44K-Star Open Source Super AI Assistant
Deep dive into CowAgent, a GitHub 44K+ star open-source AI Agent project covering core capabilities, multi-platform integration with WeChat/Feishu/DingTalk, multi-model support including DeepSeek, and real-world applications.
Read more →
Product Reviews·4 min
JavaGuide: Deep Dive into the 150K-Star Java Interview Guide
Deep analysis of JavaGuide, a 155K-Star GitHub project covering Java core, databases, distributed systems, high concurrency, system design, and AI development for backend interview prep.
Read more →
Tutorials·3 min
8000+ GitHub Stars: Deep Dive into the Most Comprehensive LLM Learning Resource Repository
Deep dive into the 8000+ star GitHub project awesome-LLM-resources, covering multimodal AI, AI Agents, MCP protocol, model training & inference, and more.
Read more →
Product Reviews·5 min
AnythingLLM: A Locally Deployed Open-Source AI Knowledge Base — The Privacy-First RAG Powerhouse
Deep dive into AnythingLLM: a privacy-first, locally deployed open-source AI tool with RAG, multi-model support, and vector databases. 59K+ GitHub Stars, zero-config setup, ideal for enterprise knowledge bases.
Read more →
Product Reviews·6 min
130K-Star Open Source Project: Complete Collection of System Prompts from 30 AI Tools
Deep analysis of a 136K-Star GitHub project collecting system prompts from 30 AI tools including Cursor, Claude Code, and Copilot. Master Prompt Engineering techniques and AI product design logic.
Read more →
Tech Frontiers·3 min
Roomba Creator Colin Angle Returns: Launching a Furry Robot Pet Companion
Roomba founder Colin Angle launches Familiar Machines & Magic, a fur-covered dog-sized robot companion. From 50M vacuums to emotional companionship—analyzing his new venture and market outlook.
Read more →
Product Reviews·3 min
Token Savior: The MCP Server That Saves 77% Tokens While Achieving 100% Pass Rate on Claude Benchmarks
Token Savior is an open-source MCP server that cuts Claude's active token usage by 77% and achieves 100% pass rate on 96 coding tasks through structural code navigation and persistent memory.
Read more →
Product Reviews·3 min
Deep Dive into LobeHub: How a 76K-Star Open Source Platform's Multi-Agent Collaboration is Reshaping AI Workflows
Deep dive into LobeHub: a TypeScript-based multi-agent collaboration platform with 76K+ GitHub Stars. Explore its multi-agent team design, collaboration mechanisms, and industry trends.
Read more →
Tech Frontiers·2 min
YC's 0.6% Stake in OpenAI Now Worth Over $5 Billion — One of the Most Stunning Returns in VC History
Tech blogger John Gruber reveals Y Combinator holds ~0.6% of OpenAI, worth over $5 billion at its $852B valuation — potentially one of the greatest venture capital returns in history.
Read more →
Research·3 min
How Serious Is Claude's Sycophancy Problem? Anthropic Research: Sycophancy Rate Reaches 38% on Spirituality Topics
Anthropic's latest research reveals Claude AI sycophancy data: 9% overall rate, but 38% on spirituality topics and 25% on relationships. Deep analysis of causes, risks, and AI safety implications.
Read more →
Product Reviews·3 min
LibreChat: Complete Guide to Deploying and Using the Open-Source Multi-Model AI Chat Platform
Deep dive into LibreChat, the open-source AI chat platform featuring multi-model switching, MCP protocol, Agents, Code Interpreter, Docker self-hosting, and enterprise-grade capabilities.
Read more →
Product Reviews·3 min
Hugging Face Transformers: A Deep Dive into the AI Open-Source Framework Behind 160K Stars
Deep dive into Hugging Face Transformers: core features, Pipeline API usage, ecosystem synergy, large model support, and future challenges of this 160K-star AI framework.
Read more →
Product Reviews·5 min
SwitchBot Rechargeable Button Pusher Robot Mother's Day Deal at $26.99, Coupon Code Included
SwitchBot Bot Rechargeable is 20% off for Mother's Day at just $26.99. USB-C charging, months of battery life, stick-on installation turns any switch smart. Supports Alexa and Google Home. Use code FORHER20 before May 10.
Read more →
Product Reviews·4 min
WrenchBoard Open Source Project: Building a Microsoldering Repair Assistant with Claude AI
WrenchBoard is an open-source microsoldering assistant powered by Claude Opus, providing electronics repair technicians with fault diagnosis, schematic interpretation, and repair guidance through AI.
Read more →
Tutorials·2 min
Codex CLI /goal Command Explained: AI Autonomous Looping Until Objective Complete
OpenAI Codex CLI 0.128.0 adds the /goal command for autonomous looping until objectives are met. Learn about its Ralph Loop inspiration, token budget controls, and implications for AI coding agents.
Read more →