Tablecruncher: Complete Guide to the Powerful CSV Editor for Large Files
Learn how to open 2GB files with 16 million rows in just 32 seconds using Tablecruncher’s advanced features and JavaScript macros for data automation.
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Complete Guide to ProxyCat: Building and Operating Tunnel Proxy Pools
A comprehensive guide to building high-performance tunnel proxy pools using ProxyCat and practical operational insights for real-world deployment.
Operit AI: Complete Mobile AI Assistant Tutorial - The Most Powerful Android AI Agent
Discover Operit AI, the most comprehensive mobile AI assistant with Ubuntu 24 VM, 40+ built-in tools, and advanced agentic capabilities. Complete setup and u...
OpenBB Platform Complete Guide: The New Paradigm of Financial Data Analysis
Discover everything about financial data analysis with OpenBB Platform. From installation to advanced analysis techniques, explained step by step.
AutoScraper: Revolutionary Python Web Scraping Automation Tool
AutoScraper is a Python library that uses machine learning to automatically learn web scraping rules. Extract desired data easily without complex CSS selecto...
GLM-4.6: Advanced Agentic, Reasoning and Coding Capabilities
GLM-4.6 brings significant advancements across real-world coding, long-context processing (up to 200K tokens), reasoning, search, writing, and agentic applic...
Complete Guide to AI Novel Generator - Automated Long-Form Fiction Writing
Learn how to use AI-powered tools for automated novel generation with step-by-step setup and configuration. Discover how to create consistent, long-form fict...
PandocX File Converter Complete Guide: Convert Any Document Format with Ease
PandocX is a powerful file conversion tool based on Pandoc. It enables easy and fast conversion between various document formats including Markdown, HTML, PD...
Large-Context LLM Inference with oLLM: Processing 100k Tokens on 8GB GPU
Learn how to efficiently run large-context LLMs using the oLLM library on 8GB GPUs. A comprehensive guide to processing 100k token contexts with practical ex...
LazyCat Bookmark Cleaner: Complete Guide to Automated Browser Bookmark Management
Learn how to intelligently organize and manage your browser bookmarks with a cute cat AI assistant. From removing duplicates to cleaning invalid links and ge...
Tiny Reasoning Language Model (TRLM-135M): Revolutionizing Reasoning in Small Models
TRLM-135M, a 135M parameter model, represents a breakthrough in step-by-step reasoning for small language models. Through a sophisticated 3-stage pipeline, i...
nginx-ignition: Complete Guide to Web-Based nginx Management
Learn how to manage nginx servers effortlessly with nginx-ignition’s intuitive web interface. Complete tutorial covering installation, configuration, SSL cer...
MCPStore: Complete Guide to MCP Service Management for AI Agents
Learn how to use MCPStore, an elegant open-source MCP service management tool that enables AI Agents to easily integrate and use various tools with multi-age...
Jitsu: Complete Guide to Open-Source Data Collection Platform - Segment Alternative
Learn how to set up and use Jitsu, an open-source alternative to Segment for real-time data collection and streaming to data warehouses. Complete tutorial wi...
ERPNext Complete Setup and Usage Tutorial: Open Source ERP System Guide
Complete guide to setting up and using ERPNext, a powerful open-source ERP system. Learn installation, configuration, and key features for business management.
DocuSeal: Complete Tutorial for Open Source Document Signing Platform
Learn how to set up and use DocuSeal, the open-source alternative to DocuSign. This comprehensive tutorial covers Docker installation, PDF form creation, and...
Complete Guide to Bright Data MCP: Give Your AI Real-Time Web Superpowers
Learn how to integrate Bright Data’s Model Context Protocol server with Claude and other AI assistants for seamless web scraping, real-time data access, and ...
AgentOps: Comprehensive AI Agent Monitoring and Debugging Platform
Discover AgentOps, a powerful Python SDK for monitoring, debugging, and optimizing AI agents with cost tracking, performance benchmarking, and security featu...
Mito: Complete Tutorial for Jupyter Spreadsheet AI Tools - From Installation to Advanced Features
Learn how to use Mito AI and Spreadsheet extensions to accelerate Python development in Jupyter. Complete guide covering installation, AI chat, spreadsheet e...
ConvertX: Self-Hosted Online File Converter - Complete Setup and Usage Guide
Learn how to deploy and use ConvertX, a powerful self-hosted file converter supporting 1000+ formats with Docker. Perfect for privacy-conscious users and org...
Complete Guide to mdream: Convert Any Website to Clean Markdown for AI & LLMs
Learn how to use mdream, a powerful Node.js library that converts websites into clean markdown format perfect for AI applications and LLM context generation.
LemonAI Complete Setup and Usage Guide: Your Local AI Agent Framework
Comprehensive tutorial on setting up and using LemonAI, the first full-stack open-source agentic AI framework that runs entirely on your local machine with V...
Complete Guide to ByteDance Dolphin: Advanced Document Image Parsing with Heterogeneous Anchor Prompting
Learn how to use ByteDance Dolphin, a state-of-the-art multimodal document parsing model that combines layout analysis with element-specific parsing through ...
Smol2Operator: Revolutionary GUI Agent Training for Computer Use Automation
Explore HuggingFace’s breakthrough approach to training lightweight vision-language models for GUI automation through a comprehensive two-phase methodology t...
TranslateBook with LLM: Complete Guide to AI-Powered Book Translation
Learn how to translate books, EPUB files, and subtitles using local LLMs with Ollama or cloud APIs like Gemini. Complete tutorial with web interface and CLI.
Claude Code Cookbook: The Ultimate Development Productivity Enhancer Guide
A comprehensive tutorial on leveraging Claude Code Cookbook’s 60+ commands, roles, and hooks to revolutionize your development workflow with AI-powered autom...
Qwen3-Omni-30B-A3B-Captioner: Revolutionizing Audio Processing Workflows in Enterprise Automation
Explore how Qwen3-Omni-30B-A3B-Captioner transforms audio analysis workflows with its advanced multimodal capabilities, enabling seamless automation of speec...
LongCat-Flash-Thinking: China’s New SOTA Open-Source Reasoning Model Revolutionizes AI Efficiency
Discover LongCat-Flash-Thinking, a groundbreaking 560B parameter MoE model achieving SOTA performance with 64.5% token reduction and innovative asynchronous ...
Complete Guide to Xiaohongshu AI Publisher: Automate Content Creation and Publishing
Master the xhs_ai_publisher tool for automated Xiaohongshu content creation and publishing. Complete tutorial covering installation, configuration, and advan...
Puter: The Complete Guide to Setting Up Your Own Internet Operating System
Learn how to install and use Puter, an advanced open-source internet operating system that serves as a privacy-first personal cloud platform.
Complete RAG System Tutorial: Building Production-Ready AI with ArXiv Paper Curator
Learn to build a production-ready RAG (Retrieval-Augmented Generation) system from scratch using the ArXiv Paper Curator project. This comprehensive tutorial...
Qwen3-Next: Revolutionary AI Architecture Transforming the Future of Large Language Models
Exploring Alibaba’s breakthrough Qwen3-Next-80B-A3B-Instruct model that combines hybrid attention mechanisms with ultra-efficient processing capabilities, se...
Claude Code SDK Email Agent: A Deep Dive into Anthropic’s AI-Powered Email Assistant Demo
Comprehensive analysis of Anthropic’s Claude Code SDK demo featuring an IMAP email assistant with AI-powered search, natural language processing, and real-ti...
s3fs-fuse Complete Tutorial: Enterprise Cloud Implementation Guide
Comprehensive guide to implementing s3fs-fuse in enterprise cloud environments with detailed licensing analysis for commercial deployment
noScribe: Complete Guide to AI-Powered Audio Transcription with Whisper and Speaker Detection
Master professional audio transcription with noScribe - a powerful GUI tool combining OpenAI’s Whisper and pyannote for automated transcription with speaker ...
MindsDB Complete Tutorial: Building Enterprise AI Analytics Engine with 200+ Data Sources
Comprehensive guide to MindsDB - the AI analytics engine that transforms large-scale data into intelligent insights. Learn installation, configuration, and r...
LangExtract: Comprehensive Tutorial for Structured Text Extraction with LLMs
Master Google’s LangExtract library for extracting structured information from unstructured text using advanced LLMs with precise source grounding and intera...
Kite Kubernetes Dashboard: Complete Setup and Management Tutorial
Learn how to deploy and use Kite, a modern lightweight Kubernetes dashboard with multi-cluster support, real-time monitoring, and intuitive UI. Complete guid...
Google GenAI Toolbox: Complete MCP Database Integration Tutorial
Master Google’s GenAI Toolbox for seamless database operations with MCP protocol support. Learn to set up, configure, and integrate with various frameworks i...
Google Agent Development Kit (ADK) Samples: Complete Tutorial for Multi-Agent Applications
Learn how to build intelligent multi-agent systems using Google’s ADK with practical examples from the official samples repository.
Firebase Genkit: Complete Guide to Building Production AI Applications
Master Firebase Genkit to build, deploy, and monitor AI-powered applications with JavaScript, Go, and Python. A comprehensive tutorial covering multimodal AI...
Ring-flash-2.0: Breakthrough in Thinking MoE Models with IcePop Algorithm
Explore Ring-flash-2.0, a revolutionary 100B parameter MoE model that activates only 6.1B parameters per inference, featuring the innovative IcePop algorithm...
RAGHub: The Ultimate Community-Driven Directory for RAG Ecosystem Innovation
Discover RAGHub, a comprehensive collection of cutting-edge RAG frameworks, tools, and resources driving the future of Retrieval-Augmented Generation systems.
MCP Pointer: Revolutionary DOM Element Selection for AI-Powered Web Development
Learn how to use MCP Pointer’s Option+Click functionality to bridge browser DOM elements with AI coding assistants through the Model Context Protocol. Comple...
MCP Containers: Complete Guide to AI Agent Integration with Docker
Learn how to leverage MCP Containers for seamless AI agent development with hundreds of pre-built Model Context Protocol servers in Docker containers.
Getting Started with Eigent: World’s First Multi-agent Workforce Platform
A comprehensive tutorial on setting up and using Eigent, the revolutionary multi-agent platform that automates complex workflows through intelligent AI agents.
GitHub Spec Kit Tutorial: From Spec to Plan to Implementation
End-to-end tutorial on Spec‑Driven Development using GitHub’s Spec Kit: generate a baseline spec, refine it, create a plan, validate, and implement with repr...
FlashRAG: Complete Tutorial for Efficient RAG Research
Comprehensive guide to FlashRAG - a modular Python toolkit for Retrieval-Augmented Generation research with practical examples and implementation tips.
Ling-flash-2.0: Revolutionary MoE Language Model with 100B Parameters and Lightning-Fast Inference
Discover Ling-flash-2.0, inclusionAI’s latest MoE architecture achieving SOTA performance with only 6.1B activated parameters while delivering 7× efficiency ...
Revolutionizing Document Conversion Workflows with IBM Granite Docling 258M
Discover how IBM’s Granite Docling 258M transforms document processing workflows with multimodal AI, enabling efficient conversion from images to structured ...
Global Expansion and Economic Impact of ChatGPT Usage Patterns: OpenAI’s Large-Scale User Behavior Analysis Study
An in-depth analysis of ChatGPT’s global adoption and user behavior patterns through OpenAI’s latest research, exploring economic implications for knowledge-...
Beyond Technical Skills: A Strategic Approach to Career Growth
While technical excellence is the foundation of any career, true advancement requires mastering four essential disciplines: technical skill, product thinking...
Youtu-Agent: Complete Tutorial Guide for Building Powerful AI Agents
Master Youtu-Agent, Tencent’s open-source agent framework built on OpenAI-agents. Learn installation, configuration, and build real-world AI applications wit...
Motia: Complete Tutorial for the Modern Unified Backend Framework
Learn how to build unified APIs, background jobs, workflows, and AI agents with Motia - the framework that eliminates backend fragmentation using JavaScript,...
AGENTS.md: Complete Guide to Improving AI Code Output
Learn how to create an effective AGENTS.md file that dramatically improves AI agent performance in your coding projects with practical examples and best prac...
UltraRAG Complete Tutorial: Building Advanced RAG Systems with Low-Code Framework
Learn how to build sophisticated RAG (Retrieval-Augmented Generation) systems using UltraRAG, a MCP-based low-code framework that enables rapid deployment an...
Strix AI Security Testing: Complete Tutorial for Autonomous Vulnerability Detection
Learn how to use Strix, an open-source AI agent that acts like real hackers to find and validate security vulnerabilities through dynamic testing and actual ...
Complete Guide to OpenLLMetry: LLM Observability with OpenTelemetry
Learn how to implement comprehensive LLM observability using OpenLLMetry, the open-source solution for monitoring AI applications with OpenTelemetry.
opcode: Complete Tutorial for Claude Code Desktop GUI and Toolkit
Comprehensive guide to installing, configuring, and mastering opcode - the powerful GUI application for managing Claude Code sessions, creating custom agents...
MaxKB: Complete Guide to Building Enterprise-Grade AI Agents
Discover MaxKB, an open-source platform for creating powerful enterprise AI agents. Learn installation, setup, and practical implementation with this compreh...
Magic Resume: Complete Tutorial for AI-Powered Resume Editor
Step-by-step guide to building and customizing professional resumes with Magic Resume - a modern Next.js-based AI resume editor with real-time preview and PD...
LightRAG Complete Tutorial: Building Fast and Simple Retrieval-Augmented Generation Systems
Learn how to implement LightRAG, a revolutionary RAG system that outperforms GraphRAG with simpler setup and faster performance. Complete guide with hands-on...
KAG: Comprehensive Guide to Knowledge Augmented Generation Framework
Explore KAG (Knowledge Augmented Generation), a revolutionary framework that combines OpenSPG engine with LLMs for logical reasoning and retrieval in profess...
FinePDFs: Complete Guide to Hugging Face’s Revolutionary PDF Dataset
Master FinePDFs, the 4.7M document dataset from Hugging Face. Learn extraction, filtering, and training with comprehensive examples and best practices.
Complete Guide to Carbon ERP/MES: Open-Source Manufacturing Management System
Learn how to set up and use Carbon, the powerful open-source ERP/MES/QMS system perfect for complex assembly, HMLV, and configure-to-order manufacturing.
Qwen3: Revolutionary Large Language Model Transforming Open Workflow Management
Explore Qwen3, the latest breakthrough in LLM technology featuring unified thought modes, budget mechanisms, and enhanced multilingual support for workflow a...
Revolutionary Experiment: Coding Agent in Infinite Loop Creates 6 Repositories Overnight
Discover how a Claude coding agent in a while loop automatically generated over 1000 commits and successfully ported multiple programming language projects i...
Open Lovable: AI-Powered React App Builder Tutorial
Learn how to build React applications instantly using AI with Open Lovable, an open-source tool that can clone and recreate any website as a modern React app...
Master GitHub Code Analysis with GitIngest: Complete Developer Guide
Transform GitHub repositories into AI-friendly format with a simple URL trick. Master GitIngest for code analysis, review, and documentation workflows
Bytebot: Complete Setup Guide for AI Desktop Agent - Automate Any Task with Natural Language
Learn how to set up and use Bytebot, an open-source AI desktop agent that automates computer tasks through natural language commands in a containerized Linux...
PrunaAI’s Awesome AI Efficiency: A Comprehensive Analysis of Modern AI Optimization Paradigms
An in-depth academic exploration of PrunaAI’s curated repository on AI efficiency, examining the theoretical foundations and practical implications of eight ...
Latest Preference Optimization Techniques: A Comprehensive Analysis of Modern Policy Methods
An in-depth scholarly examination of five cutting-edge preference optimization techniques including Pref-GRPO, PVPO, DCPO, ARPO, and GRPO-RoC, exploring thei...
NVIDIA TensorRT Model Optimizer: Comprehensive LLMOps Guide for Production AI Deployment
Master NVIDIA’s TensorRT Model Optimizer for enterprise LLM deployment with quantization, pruning, and optimization techniques that reduce inference costs by...
NeoHtop: The Blazing-Fast System Monitor Built with Rust & Tauri - Complete Guide
Master NeoHtop, a modern cross-platform system monitor with 8.2K+ GitHub stars. Learn installation, advanced features, and best practices for system monitori...
AWS Agent Squad: Complete Tutorial for Multi-Agent Orchestration Framework
Comprehensive guide to AWS Labs’ Agent Squad framework - from basic setup to advanced multi-agent orchestration with Python and TypeScript implementations
AutoAgent: The Complete Guide to Zero-Code LLM Agent Framework
Learn how to build and deploy fully automated LLM agents with AutoAgent - no coding required. Complete tutorial from installation to advanced features.
Promptify: Complete Guide to Structured LLM Output with Prompt Engineering
Master prompt engineering and get structured outputs from GPT, PaLM, and other LLMs using Promptify - a powerful Python library for NLP tasks without trainin...
Prompt Tools: Complete Desktop App Tutorial for AI Prompt Management
Learn how to build and use Prompt Tools, a powerful Tauri-based desktop application for managing AI prompts efficiently with local storage and cross-platform...
Podman Desktop Complete Setup Guide: Container Management Made Easy
Learn how to install, configure, and use Podman Desktop - the best free and open source tool for container and Kubernetes development. Complete tutorial with...
Complete Guide to xpander.ai: Backend-as-a-Service for AI Agents
Comprehensive tutorial on building production-ready AI agents with xpander.ai platform, including setup, deployment, and advanced features like multi-agent c...
Complete Guide to Building Tunnel Proxy Pool with ProxyCat
Comprehensive implementation guide covering installation to practical applications of ProxyCat, which transforms short-lived IPs into permanent tunnel proxies.
Complete Guide to PrestaShop Installation and Setup: Building Your E-commerce Store from Scratch
Step-by-step tutorial for installing and configuring PrestaShop 9.0 e-commerce platform with Docker, PHP, and MySQL. Perfect for beginners building their fir...
Amazon Q Developer CLI: Complete Setup and Usage Guide for Terminal Autocomplete
Learn how to install and configure Amazon Q Developer CLI (formerly Fig) for intelligent terminal autocomplete with hundreds of CLI tools including git, npm,...
AI Scientist with Docker & Ollama: Building Automated Research Pipelines
Transform your research workflow with SakanaAI’s AI Scientist running on OrbStack Docker environment. This comprehensive guide shows how to set up automated,...
Activepieces: Complete Guide to AI Workflow Automation with 280+ MCP Servers
Comprehensive tutorial on Activepieces - the open-source AI workflow automation platform supporting 280+ MCP servers. Learn setup, AI agent creation, and adv...
SkyPilot: Revolutionary AI Workload Management Platform for Multi-Cloud Infrastructure
Comprehensive guide to SkyPilot - the unified platform for running, managing, and scaling AI workloads across Kubernetes, 17+ clouds, and on-premises infrast...
Kimi K2: Revolutionizing Agentic Intelligence with 1 Trillion Parameters and MuonClip Optimization
Deep analysis of Moonshot AI’s Kimi K2 model - exploring breakthrough innovations in agentic intelligence, MuonClip optimizer, and large-scale reinforcement ...
Claude Opus 4 and Sonnet 4 System Card Analysis: Setting New Standards for AI Safety and Alignment Assessment
An in-depth analysis of Anthropic’s Claude Opus 4 and Sonnet 4 system card, exploring advanced AI safety evaluation frameworks and alignment risk assessments
The AI Data Center Financial Bubble: A $40 Billion Problem
Financial experts warn that AI data centers face massive annual depreciation costs that far exceed current revenue projections, potentially creating an unsus...
WhisperLiveKit: Complete Guide to Real-Time Speech Recognition with Ultra-Low Latency
Master WhisperLiveKit, the cutting-edge real-time speech transcription system powered by SOTA research. Learn to build production-ready voice applications wi...
GrowChief: Complete Tutorial for Social Media Automation Tool
Learn how to set up and use GrowChief, the ultimate open-source social media automation tool for LinkedIn outreach and lead generation with human-like automa...
Comprehensive Guide to LLM Dataset Curation: From Training to Preference Alignment
Explore the essential datasets and tools for LLM post-training, including supervised fine-tuning datasets, preference alignment data, and curation methodolog...
MCP-UI Complete Tutorial: Building Next-Gen UI Experiences for AI Agents
Learn how to create interactive UI components for MCP (Model Context Protocol) servers using MCP-UI. Complete guide with TypeScript and Ruby examples.
LEANN: Complete Tutorial for the Revolutionary Vector Index with 97% Storage Savings
Master LEANN, the groundbreaking vector index system that delivers 97% storage savings while maintaining fast, accurate search. Complete guide from installat...
Contains Studio AI Agents: Complete Tutorial for Rapid Development
Master the comprehensive AI agent system that accelerates every aspect of development. Learn how to set up, customize, and leverage 30+ specialized agents fo...
Fine-Tuning gpt-oss for Accuracy and Performance with Quantization Aware Training
Learn how to effectively fine-tune OpenAI’s gpt-oss model using supervised fine-tuning and quantization-aware training to maintain accuracy while leveraging ...
Anteon: Complete Guide to eBPF-based Kubernetes Monitoring and Performance Testing
Learn how to implement comprehensive Kubernetes monitoring and performance testing with Anteon (formerly Ddosify). This tutorial covers installation, service...
Jet-Nemotron: Revolutionizing Language Model Architecture Through Post Neural Architecture Search
An in-depth analysis of Jet-Nemotron’s hybrid architecture and PostNAS methodology, demonstrating breakthrough achievements in balancing model accuracy with ...
Yang Zhilin’s Vision: Building the Future of AI with Kimi and Long-Context Language Models
An in-depth exploration of Moonshot AI founder Yang Zhilin’s journey from NLP researcher to leading China’s long-context LLM revolution with Kimi Chat.
OpenAI HealthBench: Revolutionizing Medical AI Evaluation Through Collaborative LLMOps
Discover how OpenAI’s HealthBench transforms medical AI evaluation with 262 global doctors, 5,000 real conversations, and innovative LLMOps methodologies for...
Understanding LLM Overthinking: The Science Behind Reasoning Completion Points
An in-depth analysis of how large language models can fall into overthinking patterns during reasoning tasks, and how identifying Reasoning Completion Points...
Awesome Public Datasets: Your Gateway to High-Quality Open Data
Discover the ultimate collection of curated public datasets across diverse domains, from agriculture to eSports, maintained by the global open data community.
Neosync Complete Tutorial: Data Anonymization and Synthetic Data Generation
Complete guide to Neosync - Open-source data security platform for PII anonymization, synthetic data generation, and environment synchronization with practic...
MAESTRO: Complete AI-Powered Research Platform Setup and Usage Guide
Comprehensive guide from installation to advanced usage of MAESTRO, an AI agent-based research automation platform
How to Build a Coding Agent: A Comprehensive Workshop Guide
Learn to build your own AI coding agent similar to Cursor, Cline, and Windsurf with this step-by-step tutorial using Go and Anthropic Claude API
Hands-On Large Language Models: Complete Tutorial Guide and Book Review
Comprehensive guide to the O’Reilly book ‘Hands-On Large Language Models’ - covering all 12 chapters with practical tutorials, code examples, and implementat...
aiXiv: Revolutionizing Scientific Publishing Through AI-Native Open Access Platform Architecture
A comprehensive analysis of aiXiv, the groundbreaking platform that integrates multi-agent workflows and structured peer review systems to accelerate AI-gene...
Advertisement Embedding Attacks: A Novel Security Threat to Large Language Models
Exploring the emerging threat of Advertisement Embedding Attacks (AEA) against LLMs, which stealthily inject malicious content into model outputs while maint...
Microsoft VibeVoice: Frontier Long Conversational Text-to-Speech Model Guide
Comprehensive guide to Microsoft’s VibeVoice TTS model that can generate 90-minute multi-speaker conversations with expressive, natural speech synthesis usin...
RepomMirror: Revolutionary Git Repository Caching Tool Transforms Development Workflows
Discover RepomMirror, the innovative tool that automates local Git repository caching, dramatically reducing bandwidth usage and accelerating development wor...
Google’s Revolutionary Liquid Cooling Technology at Hot Chips 2025: Transforming Datacenter Thermal Management
Google showcases datacenter-scale liquid cooling innovation at Hot Chips 2025, revealing how water-based cooling systems deliver 4000x better thermal conduct...
Deep Understanding of GPU Scaling: Google DeepMind JAX Scaling Guide Analysis
From NVIDIA GPU architecture to networking and large language model training - comprehensive theoretical analysis for performance optimization of GPU-based M...
Beta9: Revolutionizing Serverless AI Infrastructure with Python-First Approach
Comprehensive guide to Beta9, an open-source serverless AI platform that simplifies ML workload deployment with fast container startup, scale-to-zero archite...
Chat-Ollama: Complete Guide to Private AI Chatbot Platform
Comprehensive macOS tutorial for Chat-Ollama, from installation to advanced features like MCP integration and knowledge bases
Complete CCPM Tutorial: Transform PRDs to Production Code with Claude Code PM
Master the revolutionary Claude Code Project Management system that turns PRDs into epics, epics into GitHub issues, and issues into production code with ful...
AI Agent Parallel Processing: Workflow Optimization with LangGraph and CrewAI
Learn how to efficiently perform complex tasks through parallel processing of AI Agents. Discover practical guides and performance optimization techniques us...
Multilingual Blog System Launch - Korean, English, Arabic Support
Thaki Cloud tech blog has been upgraded to a multilingual platform supporting Korean, English, and Arabic languages.
Top 10 Reinforcement Learning Post-Training Research Trends 2025: From GLM-4.5 to RLUF
In-depth analysis of 10 key research papers in reinforcement learning post-training since April 2025, providing practical insights for real-world applications
Chain of Agents: Large Language Model Collaboration for Long-Context Tasks
Google and Penn State University jointly developed the Chain-of-Agents framework, presenting an innovative approach to solving long-context processing proble...
AI Era Conquering Creative Domains: Po-Shen Loh’s Survival Strategies
Carnegie Mellon Po-Shen Loh’s insights: In an era where AI has conquered even math olympiads, the core competencies for human survival and fundamental change...
Rowfill: Complete Guide to Unstructured Data Processing Platform for Knowledge Workers
Discover the core features and applications of Rowfill, an open-source AI platform that automatically structures PDF, image, and audio files.
Google’s PH-LLM Opens New Horizons for Personal Health AI - Revolutionizing Sleep and Fitness Coaching with Wearable Data
Google’s PH-LLM published in Nature Medicine is a personalized health coaching AI utilizing wearable device data, showing performance surpassing medical prof...
GitHub CEO Thomas Dohmke’s Declaration of Developer Renaissance: AI Era Developer Identity Revolution
Shocking reality revealed by GitHub CEO through interviews with 22 active developers: Accept AI or abandon the profession. The 4-stage evolution process of d...
Chinese AI Models Leading Open Workflow Management Innovation - In-depth Analysis of Kimi K2, DeepSeek-R1, Qwen3, GLM-4.5
From Moonshot AI’s Kimi K2 to Alibaba’s Qwen3, detailed analysis of how Chinese AI models are presenting new paradigms in workflow automation through Agentic...
ARPO: Revolutionary Reinforcement Learning Algorithm Analysis for Multi-Turn LLM Agents
Chinese research team developed ARPO, a novel reinforcement learning algorithm that dramatically improves multi-turn LLM agent performance by leveraging entr...
Kimi K2 Technical Report In-Depth Analysis: 1 Trillion Parameter MoE Architecture for Agentic Intelligence
Comprehensive analysis of MoonshotAI’s Kimi K2 technical report examining MuonClip optimizer, large-scale synthetic data pipeline, and core innovations in ne...
Complete Guide to Industry-Specific Public Datasets for Enterprise RAG Systems: From Banking to Securities
Comprehensive compilation of public datasets and implementation methods for building RAG-based LLM chatbots across banking, insurance, accounting, legal, hea...
The Era of Context Engineering: Is Prompt Engineering Really a Relic of the Past?
Analyzing the value and limitations of Context Engineering, which has become a hot topic in the AI industry, while re-examining the continued importance of p...
Essential Skills Guide for ML Engineers - A Must-Have Checklist for Recruiters and Candidates
A practical guide outlining the core technology stack and competencies needed to build ML applications in production environments
Wan2.1 Complete Guide - Revolutionizing Content Creation with Next-Generation Open Source Video Generation AI
Comprehensive guide to Wan2.1, the SOTA open-source video generation model featuring Text-to-Video and Image-to-Video capabilities, with practical implementa...
Polaris 4B: Surpassing Claude-4-Opus with Open Source - The AI Democratization Revolution
Revolutionary analysis of how Polaris 4B achieves Claude-4-Opus level performance using 100% open data and academic-level resources, breaking AIME performanc...
NVIDIA LLaMA NemoRetriever ColEmbed 3B v1 Complete Guide
Comprehensive analysis of NVIDIA’s groundbreaking multimodal embedding model achieving #1 performance on ViDoRe V1, V2, and MTEB Visual Document Retrieval be...
OmniGen2: Next-Generation Multimodal Generation Model Complete Analysis
Comprehensive analysis of OmniGen2, the open-source unified multimodal model that surpasses GPT-4o with revolutionary in-context generation and instruction-g...
AI Coding Era Cultural Innovation: Paradigm Shift from Resistance to Collaboration
How to embrace and develop the new development culture brought by Vibe Coding and Agentic Coding? A guide to building collaborative culture with AI, breaking...
Skywork-SWE-32B: The Most Cost-Effective Software Engineering AI Agent Complete Guide
Comprehensive analysis of Skywork-SWE-32B achieving 38% performance on SWE-bench, offering exceptional value for software engineering tasks with practical de...
Complete Analysis of Moonshot AI Kimi-Researcher: A New Paradigm in End-to-End Agentic Reinforcement Learning
In-depth analysis of Moonshot AI’s Kimi-Researcher, which achieved 26.9% HLE performance through innovative End-to-End agentic reinforcement learning approac...
AI Agents in the Labor Market: Stanford’s WORKBank Study on Human-AI Collaboration
Stanford researchers conducted a large-scale study with 1,500 workers and 52 AI experts to analyze labor market changes and human-AI collaboration realities ...
Software in the AI Era: Andrej Karpathy’s 3 Programming Paradigms
Former Tesla AI Director Andrej Karpathy’s insights: From Software 1.0 to 3.0, viewing LLMs as operating systems, the future of partially autonomous apps, an...
NVIDIA AceReason-Nemotron-1.1-7B: Advanced Mathematical and Coding Reasoning Through SFT and RL Synergy
Comprehensive analysis of NVIDIA’s latest reasoning model built on Qwen2.5-Math-7B, achieving record-breaking performance on AIME 2024/2025 and LiveCodeBench...
NVIDIA OpenMathReasoning: Large-Scale Mathematical Reasoning Dataset Behind AIMO-2 Winning Model
Complete analysis of OpenMathReasoning dataset with 306K math problems and 5.68M solutions - CoT, TIR, GenSelect methodologies and OpenMath-Nemotron series p...
NVIDIA OpenCodeReasoning: Largest Reasoning-Based Coding Dataset for Competitive Programming
Complete analysis of OpenCodeReasoning with 735K samples and 28K problems - R1 model-based synthetic data, 10 major platforms integrated, SFT optimized
NVIDIA AceReason-1.1-SFT: Comprehensive Guide to Math & Code Reasoning Specialized SFT Dataset
Detailed analysis of NVIDIA’s AceReason-1.1-SFT dataset - CC BY 4.0 license, 4M samples, DeepSeek-R1 based high-quality math and code reasoning data
AI Godfather Geoffrey Hinton on AI Risks and the Future
Nobel Prize winner Geoffrey Hinton’s in-depth interview: From existential risks of superintelligent AI to job threats, cyber attacks, and autonomous weapons ...
Quantifying Team Chemistry with Saberr: Data-Driven Hiring and Organizational Strategy
How to leverage Saberr algorithms to quantify team compatibility through 15-minute surveys and behavioral data, optimizing everything from hiring to onboarding
Building Data-Driven Organizational Culture with Moneyball Thinking
How to apply Moneyball strategy that discovers hidden value through data and achieves maximum performance relative to resources in development, product, and ...
Hacking and Reverse Engineering: A New Methodology for AI Vibe Coding Era
In the AI era, developers don’t need to know everything. Explore a new paradigm that transforms ignorance into strength through hacking mindset and reverse e...
Chinese Scientists First Confirm AI Can Spontaneously Form Human-Level Cognitive Abilities
Chinese Academy of Sciences research team published in Nature Machine Intelligence that multimodal large language models can spontaneously form object concep...
Kent Beck on Coding in the AI Era: Why TDD Becomes a ‘Superpower’
Extreme Programming creator and Agile Manifesto co-author Kent Beck shares 52 years of coding experience and the joy of coding rediscovered through AI tools
DeepSeek-R1-0528-Qwen3-8B: A New Horizon for Open Source LLMs
Comprehensive analysis of DeepSeek’s revolutionary 8B parameter model that achieves superior performance on AIME 2025 while running efficiently on single GPU...
Cursor for X: Where Will the Next Innovation Come From in the AI Era?
Analyzing Cursor’s success formula and what ‘Cursor for X’ means for AI+SaaS innovation, along with applicability and success conditions across industries
Evaluating 100+ LLM Models with Just API Calls Using Evalchemy: Complete No-Installation Benchmark Guide
Learn how to evaluate 100+ API models including GPT-4o, Claude-3, and Gemini without installation using the Evalchemy + Curator + LiteLLM combination
Google DeepMind CEO’s Vision for AGI’s Future: The Era of ‘Radical Abundance’ Is Coming
Nobel Prize winner and Google DeepMind CEO Demis Hassabis reveals stunning vision for AGI achievement timeline and humanity’s future in WIRED interview
Cursor’s AI Coding Revolution: The Secret Behind Achieving $300M ARR in 21 Months and the Future of Developers in 2027
AI coding tool Cursor achieved $300M ARR in just 21 months since launch, breaking records of legendary SaaS companies like Slack and Zoom
Sam Altman’s ‘Gentle Singularity’ - OpenAI CEO’s Vision for AI’s Future
OpenAI CEO Sam Altman published ‘The Gentle Singularity’ on his blog, providing deep insights into current AI development and future prospects
Free LLM Fine-Tuning: Complete Guide to Unsloth Notebooks
Comprehensive guide to fine-tuning LLMs for free using Unsloth Notebooks. Over 100 Jupyter notebooks for Google Colab and Kaggle covering Qwen, Llama, Gemma,...
Essential Collection for AI Developers: Awesome LLM Apps
Discover a curated collection of LLM applications utilizing RAG, AI agents, multi-agent teams, MCP, and voice agents. A comprehensive resource for practical ...
Ilya Sutskever: ‘AI Can Implement All Human Capabilities’ - AGI Prospects from a Computational Functionalism Perspective
Former OpenAI Chief Scientist Ilya Sutskever’s ambitious vision for AI’s future at University of Toronto graduation ceremony, raising fundamental questions a...
Qwen2.5-Omni: Alibaba Cloud’s Next-Generation Multimodal AI Model
Comprehensive introduction to Alibaba Cloud’s Qwen2.5-Omni, an end-to-end multimodal AI model that seamlessly processes text, audio, vision, and video with r...
NVIDIA DeepSeek-R1 FP4: Revolutionary 4-bit Quantized Language Model Complete Guide
Comprehensive analysis of NVIDIA’s groundbreaking DeepSeek-R1-0528-FP4 model featuring 4-bit floating-point quantization, 1.6x memory reduction, and optimize...
Qwen3-Embedding & Reranker Series Complete Guide
Comprehensive analysis of Alibaba’s Qwen3-Embedding and Qwen3-Reranker models that achieved SOTA performance in multilingual text embedding and relevance ran...
The Future of AI Infrastructure and Computing with Jeff Dean
Alphabet Chief Scientist Jeff Dean discusses the evolution of large-scale AI models, inference hardware, multimodal agents, Pathways systems, and the feasibi...
AI Engineering Learning Roadmap
AI Engineering Learning Roadmap
Manus AI System Analysis: Innovation in Agent Loop and Modular Architecture
A comprehensive analysis of Manus AI’s unique agent loop mechanism and modular architecture that enables complex task execution beyond simple question-answer...
NeMo QAT Complete Guide: Maximizing FP4 Model Accuracy Through Quantization-Aware Training
Professional guide to minimizing accuracy loss during FP4 quantization using NVIDIA NeMo’s Quantization-Aware Training. From practical implementation to opti...
Blackwell GPU 4-Bit Inference: Why You Need It and How to Get Started 🚀
Maximize AI performance and dramatically reduce costs with NVIDIA Blackwell architecture’s FP4 inference. Complete guide from DeepSeek-R1’s world record achi...
Unsloth: Revolutionary Framework That Makes LLM Fine-Tuning 2x Faster While Saving 80% Memory
Fine-tune Qwen3, Llama 4, and Gemma 3 at 2x speed while saving up to 80% VRAM. OpenAI Triton-based optimization engine with zero accuracy loss
TRL: Hugging Face’s Next-Generation LLM Post-Training Framework Complete Guide
Master cutting-edge reinforcement learning techniques including SFT, DPO, GRPO, and PPO for Transformer model post-training. A comprehensive library supporti...
PEFT: Revolutionary Technology That Achieves Full Fine-Tuning Performance by Training Only 0.2% of Parameters
Save 80% memory while maintaining performance with cutting-edge PEFT techniques including LoRA, AdaLoRA, and IA3. Applicable to all models from Llama to BERT...
DeepSeek-R1 Complete Reproduction Guide: 2-Stage RL + 2-Stage SFT + Distillation Pipeline
Step-by-step complete reproduction of DeepSeek-R1’s official training pipeline. From reinforcement learning to knowledge distillation - a comprehensive imple...
Jensen Huang on the AI Industrial Revolution: How ‘AI Factories’ Will Transform Future Jobs and Manufacturing
NVIDIA CEO Jensen Huang’s detailed explanation of the AI industrial revolution at the Hilton Valley Forum, defining AI as a new industrial revolution power l...
LLaMA Factory: The Unified LLM Framework That Fine-Tunes 100+ Models with a Single Line of Code
Fine-tune Llama 3, Qwen 3, DeepSeek, and 100+ cutting-edge LLMs effortlessly. An open-source framework integrating LoRA/QLoRA, FSDP, Flash-Attention 2, and t...
The AI Revolution Is Underhyped: Eric Schmidt TED Talk Analysis
Analysis of Eric Schmidt’s TED talk: AI underestimation phenomenon, energy and data limitations, US-China competition, autonomous agent safety, and AI’s posi...
Backend·Infrastructure Engineer Hiring: 10 Must-Read Books and the People We’re Looking For
Introducing the ideal candidate profile and hiring criteria through 10 must-read books for backend·infrastructure engineer recruitment and practical applicat...
DeepEval: A Comprehensive LLM Evaluation Framework for Production-Ready AI Systems
DeepEval revolutionizes LLM system evaluation with comprehensive metrics, red-teaming capabilities, and seamless integration with existing MLOps workflows
Three Vs-Driven MLOps at ThakiCloud 🚀 — Why You’ll Want to Join Us
ThakiCloud’s Three Vs (Velocity, Validation, Versioning) based MLOps culture and practical cases, plus recruitment information for colleagues to join us.
[Thaki Cloud Life & Career] KCD Seoul 2025
Sharing materials presented at KCD Seoul 2025. Content about Thaki Cloud, an xPU as a Service-based Agentic AI platform
Thaki Cloud Life & Career Guide
Sharing Thaki Cloud’s corporate culture, benefits, developer stories, recruitment information, and more.
[Thaki Cloud Life & Career] Mission, Principles, Values
Sharing Thaki Cloud’s mission, principles, and values.