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TutorialsCompare traditional RAG vs Agentic RAG architectures, explore planning, tool use, and multi-step iteration capabilities, with full LangChain/LangGraph ReAct Agent code and ChatBoss project examples.
Product ReviewsDeep dive into ChuanhuChatGPT, a 15K-star open-source project with multi-model access, Agent support, RAG file Q&A, GPT fine-tuning, and web search.
TutorialsDeep dive into Agentic RAG vs traditional RAG, covering planning, tool calling, and multi-step iteration capabilities with complete LangChain and LangGraph code implementation.
Tech FrontiersDeadEnd-CLI is an open-source AI agentic penetration testing tool achieving 81% full black-box pass rate on the XBOW benchmark using KIMI K2.5, with multi-model support and self-hosted deployment.
TutorialsExplore how GPT-Realtime-2 enables standup automation by using voice AI and Function Calling to automatically convert verbal reports into Jira and Linear ticket operations.
Product ReviewsDeep dive into Tencent Music's open-source Cube Studio cloud-native AI platform, covering distributed training, LLM fine-tuning & inference, Pipeline orchestration, and domestic hardware adaptation.
TutorialsSimon Willison used Claude Code for web on his phone to aggregate a decade of iNaturalist wildlife data into his blog. A look at the architecture, Beats system, and how AI is reshaping dev workflows.
Expert OpinionsVibe Coding makes building apps as easy as writing blog posts, but personal tools lack good distribution channels. This article explores using RSS as a lightweight app distribution protocol.
Expert OpinionsAI-assisted programming makes building tools as easy as blogging, but how are these personal apps discovered? Matt Webb proposes RSS for vibe-coded apps, and Simon Willison quickly validates the idea.
Expert OpinionsAI programming makes building micro-apps as easy as blogging, but distribution is the new bottleneck. Matt Webb proposes RSS for sharing vibe-coded apps, and Simon Willison is already doing it.
Expert OpinionsVibe coding makes AI programming as simple as blogging, driving an explosion of personal micro-apps. Matt Webb proposes RSS for sharing micro-apps, and Simon Willison has already implemented it.
Tech FrontiersGoogle's new Aluminium OS leaked in a 16-minute video, revealing a full Android-based desktop OS for PC. It could challenge Windows, Chrome OS, and macOS.
Tutorialsruby-openai is an open-source library with 3,200+ GitHub stars, supporting GPT-5 and WebRTC real-time voice. Learn how to integrate OpenAI API into Ruby on Rails for AI-powered apps.
Product ReviewsDeep analysis of NekroAgent open-source AI Agent framework supporting QQ, Discord, Telegram and more, with sandbox execution, long-term memory, MCP management, and visual console for multi-user scenarios.
Tech FrontiersSimon Willison releases LLM 0.32a0 preview—an open-source CLI tool that calls GPT-4, Claude, Gemini, and more through a unified interface with plugins.
TutorialsComplete guide to running LLMs locally with Ollama. Supports DeepSeek, Qwen, Kimi-K2.5 & more. Covers installation, model ecosystem, privacy benefits & enterprise deployment. 170K+ GitHub Stars.
TutorialsUnsloth is an open-source LLM fine-tuning tool with 63K GitHub stars, supporting Gemma 4, Qwen3, and DeepSeek. It achieves multi-fold training speedup and 60% VRAM reduction through kernel optimization, enabling fine-tuning on consumer GPUs.
TutorialsComplete guide to deploying LLMs locally with Ollama. Supports DeepSeek, Qwen, Kimi-K2.5 and more. 170K GitHub Stars, one-click install, full data privacy, zero API costs.
TutorialsComplete guide to Ollama: install and run DeepSeek, Qwen, Kimi-K2.5, GLM-5 and more LLMs locally. 170K+ GitHub Stars, the most popular local LLM framework for offline AI inference and privacy.
Tech FrontiersDeep dive into Osaurus — a native macOS AI agent framework supporting fully offline operation, persistent memory, cryptographic identity, and arbitrary model integration. Built with Swift and C for Apple Silicon. 5,100+ GitHub stars.