# 老金出海 · AI & Cross-border (https://www.laojinchuhai.com/en)

> 老金出海 — AI 驱动的跨境出海实战平台。提供 AI 落地方法、大模型教程、AI 人物深度访谈。
> Laojin Chuhai — AI-powered going-global playbooks: LLM tutorials, AI founder interviews, cross-border AI ops.

## Core pages

- [首页 Home](https://www.laojinchuhai.com/en)
- [AI 资讯 Insights](https://www.laojinchuhai.com/en/insights)
- [经典回放 Classics](https://www.laojinchuhai.com/en/classics)
- [经典教程 Tutorials](https://www.laojinchuhai.com/en/tutorials)
- [老金精选 Picks](https://www.laojinchuhai.com/en/picks)
- [AI 网址导航 Directory](https://www.laojinchuhai.com/en/nav)
- [人物索引 People](https://www.laojinchuhai.com/en/people)
- [AI 工具 Tools](https://www.laojinchuhai.com/en/tools)
- [产品 Products](https://www.laojinchuhai.com/en/products)
- [专题专区 Topic hubs](https://www.laojinchuhai.com/en/hubs): Living product hubs kept current
- [DeepSeek Harness](https://www.laojinchuhai.com/en/deepseek-harness): What dsh is, how to install it, and how it sits next to Claude Code and Cursor. Official links, tutorials and news.
- [Pi Agent](https://www.laojinchuhai.com/en/pi-agent): Mario Zechner's minimal open-source coding agent: 4 base tools, TS extensions, skills & SDK embedding.
- [OpenCode](https://www.laojinchuhai.com/en/opencode): Terminal TUI + desktop + IDE open coding agent across any LLM, MIT.
- [OpenClaw 🦞](https://www.laojinchuhai.com/en/openclaw): A personal AI assistant on your devices, connecting WhatsApp/Telegram/Slack via a local Gateway.
- [Hermes Agent ☤](https://www.laojinchuhai.com/en/hermes-agent): Nous Research's self-improving agent: learning loop, persistent memory, any model.
- [Claude Code Ecosystem](https://www.laojinchuhai.com/en/claude-code): Anthropic's official terminal agent (closed), with a largely open Skills/hooks/MCP ecosystem — the benchmark.
- [Aider](https://www.laojinchuhai.com/en/aider): Paul Gauthier's veteran AI pair-programming agent: every change a reviewable git diff.
- [MCP Ecosystem](https://www.laojinchuhai.com/en/mcp): Model Context Protocol: the standard client-server interface connecting AI to tools and data.
- [Gemini CLI](https://www.laojinchuhai.com/en/gemini-cli): Google's official open-source terminal agent: Apache-2.0, built-in search and MCP, generous free tier — the second knife beside Claude Code.
- [Cursor](https://www.laojinchuhai.com/en/cursor): Anysphere's AI-native IDE: completion, chat and agent in one — a de-facto standard for storefronts and small tools.
- [n8n](https://www.laojinchuhai.com/en/n8n): n8n, licensing and deployment choices; download a 12-case synthetic inquiry workflow with version-specific CLI evidence. GUI and production still need validation.
- [Dify](https://www.laojinchuhai.com/en/dify): Dify, licensing and knowledge Q&A; six bilingual synthetic FAQs with retrieval, citation and review steps. Docs and offline tests checked; Dify and models not run.
- [Ollama](https://www.laojinchuhai.com/en/ollama): What Ollama is, how to install it, and how it compares with Dify and n8n. MIT runtime; data stays local by default.
- [LangChain](https://www.laojinchuhai.com/en/langchain): What LangChain is, how to install it, and how it compares with the OpenAI Agents SDK and Dify. MIT framework, not a model brand.
- [Agent Skills](https://www.laojinchuhai.com/en/agent-skills): What Agent Skills are, how to write SKILL.md, and how they differ from MCP and Claude Code. Spec at agentskills.io.
- [OpenAI Agents SDK](https://www.laojinchuhai.com/en/openai-agents-sdk): What the OpenAI Agents SDK is, how to install it, and how it compares with LangChain and Claude Code. Package openai-agents — not ChatGPT.

## Topics

- [LLMs](https://www.laojinchuhai.com/en/topic/llm): LLM capabilities, products and best practices
- [Agents](https://www.laojinchuhai.com/en/topic/agents): Building, orchestrating and shipping AI agents
- [Open Source](https://www.laojinchuhai.com/en/topic/open-source): Open models, frameworks and ecosystems
- [Infra](https://www.laojinchuhai.com/en/topic/infra): Compute, inference engines and serving
- [Reasoning](https://www.laojinchuhai.com/en/topic/reasoning): Model reasoning, chain-of-thought and deep thinking
- [AI Safety](https://www.laojinchuhai.com/en/topic/safety): Alignment, bias and responsible AI
- [Computer Vision](https://www.laojinchuhai.com/en/topic/vision): Visual understanding, generation and robotics
- [Multimodal](https://www.laojinchuhai.com/en/topic/multimodal): Understanding across text, image, audio and video
- [Reinforcement Learning](https://www.laojinchuhai.com/en/topic/reinforcement): RL, reward models and self-play
- [Engineering](https://www.laojinchuhai.com/en/topic/engineering): APIs, prompting and system design
- [Founder Talks](https://www.laojinchuhai.com/en/topic/founder-topic): AI founders' thinking and judgment
- [China AI](https://www.laojinchuhai.com/en/topic/china-ai): Chinese AI companies and ecosystem
- [Foundations](https://www.laojinchuhai.com/en/topic/foundation): Beginner-friendly foundations
- [Hardware](https://www.laojinchuhai.com/en/topic/hardware): AI chips, GPUs and compute hardware
- [OpenAI](https://www.laojinchuhai.com/en/topic/openai): OpenAI models and ecosystem

## People

- [OpenAI](https://www.laojinchuhai.com/en/people/openai): Creator of ChatGPT & GPT models
- [Anthropic](https://www.laojinchuhai.com/en/people/anthropic): Creator of Claude
- [Google DeepMind](https://www.laojinchuhai.com/en/people/google-deepmind): AlphaGo & Gemini research team
- [Google](https://www.laojinchuhai.com/en/people/google): Creator of Gemini & AI Studio
- [Meta AI](https://www.laojinchuhai.com/en/people/meta-ai): Creator of Llama open models
- [Microsoft](https://www.laojinchuhai.com/en/people/microsoft): Creator of Azure AI & Copilot
- [xAI](https://www.laojinchuhai.com/en/people/xai): Creator of Grok (Elon Musk)
- [Mistral AI](https://www.laojinchuhai.com/en/people/mistral): European open-weights LLM lab
- [Hugging Face](https://www.laojinchuhai.com/en/people/hugging-face): Open-source AI community & platform
- [NVIDIA](https://www.laojinchuhai.com/en/people/nvidia): GPUs & AI compute infrastructure
- [Perplexity](https://www.laojinchuhai.com/en/people/perplexity): AI search engine
- [Scale AI](https://www.laojinchuhai.com/en/people/scale-ai): AI data infrastructure platform
- [World Labs](https://www.laojinchuhai.com/en/people/world-labs): Spatial intelligence lab (Fei-Fei Li)
- [Safe Superintelligence](https://www.laojinchuhai.com/en/people/ssi): Safe AGI lab (Ilya Sutskever)
- [月之暗面（Kimi）](https://www.laojinchuhai.com/en/people/moonshot): Creator of Kimi LLMs
- [DeepSeek](https://www.laojinchuhai.com/en/people/deepseek): Open-weights LLM lab
- [智谱 AI](https://www.laojinchuhai.com/en/people/zhipu): Creator of GLM models
- [MiniMax](https://www.laojinchuhai.com/en/people/minimax): Multimodal LLM lab
- [百川智能](https://www.laojinchuhai.com/en/people/baichuan): Medical AI + LLM lab
- [零一万物](https://www.laojinchuhai.com/en/people/zero-one): Open-weights LLM lab (Kai-Fu Lee)
- [阶跃星辰](https://www.laojinchuhai.com/en/people/stepfun): Multimodal LLM lab
- [阿里通义](https://www.laojinchuhai.com/en/people/tongyi): Creator of Qwen models
- [梁文锋](https://www.laojinchuhai.com/en/people/liang-wenfeng): DeepSeek founder
- [Mario Zechner](https://www.laojinchuhai.com/en/people/mario-zechner): Creator of Pi Coding Agent, libGDX, RoboVM
- [OpenCode](https://www.laojinchuhai.com/en/people/opencode): Open-source coding agent team (ex-SST)
- [OpenClaw](https://www.laojinchuhai.com/en/people/openclaw): Personal AI assistant (OpenClaw Foundation)
- [Nous Research](https://www.laojinchuhai.com/en/people/nous-research): Research lab behind Hermes Agent
- [Paul Gauthier](https://www.laojinchuhai.com/en/people/paul-gauthier): Aider creator
- [杨植麟](https://www.laojinchuhai.com/en/people/yang-zhilin): Moonshot AI (Kimi) CEO
- [李开复](https://www.laojinchuhai.com/en/people/kai-fu-lee): 01.AI founder; ex-Google China president
- [王小川](https://www.laojinchuhai.com/en/people/wang-xiaochuan): Baichuan founder; ex-Sogou CEO
- [闫俊杰](https://www.laojinchuhai.com/en/people/yan-junjie): MiniMax founder/CEO
- [张鹏](https://www.laojinchuhai.com/en/people/zhang-peng): Zhipu AI CEO
- [印奇](https://www.laojinchuhai.com/en/people/yin-qi): StepFun chairman; Megvii co-founder
- [李彦宏](https://www.laojinchuhai.com/en/people/robin-li): CEO of Baidu
- [周鸿祎](https://www.laojinchuhai.com/en/people/zhou-hongyi): Founder of 360
- [余凯](https://www.laojinchuhai.com/en/people/yu-kai): Horizon Robotics founder/CEO
- [贾扬清](https://www.laojinchuhai.com/en/people/jia-yangqing): Lepton AI founder; ex-Alibaba VP
- [陆奇](https://www.laojinchuhai.com/en/people/lu-qi): MiraclePlus founder; ex-Baidu president
- [沈向洋](https://www.laojinchuhai.com/en/people/shen-xiangyang): IDEA chair; ex-Microsoft EVP

## Classics (AI interviews)

- [Sam Altman on GPT-5, Sora and the board saga](https://www.laojinchuhai.com/en/classics/sam-altman-lex-fridman-419) (2024-03-18)
- [Sam Altman on Sora, energy, and building an AI empire](https://www.laojinchuhai.com/en/classics/sam-altman-a16z-2025) (2025-10-08)
- [Sam Altman on AGI, Compute Race and Physical AI](https://www.laojinchuhai.com/en/classics/sam-altman-invest-like-the-best-2026) (2026-07-28)
- [Sam Altman on building OpenAI & betting on the impossible](https://www.laojinchuhai.com/en/classics/sam-altman-founders-2026) (2026-08-23)
- [Demis Hassabis: We're three quarters of the way to AGI](https://www.laojinchuhai.com/en/classics/demis-hassabis-sequoia-2026) (2026-04-29)
- [Mustafa Suleyman on whether AI will save or end humanity](https://www.laojinchuhai.com/en/classics/mustafa-suleyman-trevor-noah) (2025-09-18)
- [Jensen Huang's vision for the future](https://www.laojinchuhai.com/en/classics/jensen-huang-cleo-abram) (2025-01-27)
- [Fei-Fei Li on spatial intelligence and large world models](https://www.laojinchuhai.com/en/classics/feifei-li-bloomberg-2026) (2026-06-04)
- [Dario Amodei on Claude, AGI and the future of AI & humanity](https://www.laojinchuhai.com/en/classics/dario-amodei-lex-fridman-452) (2024-11-11)
- [Elon Musk on AI, war and humanity's future](https://www.laojinchuhai.com/en/classics/elon-musk-lex-fridman-400) (2023-11-09)
- [Elon Musk on Grok, Optimus and AI evolution](https://www.laojinchuhai.com/en/classics/elon-musk-all-in-2025) (2025-09-10)
- [Aravind Srinivas on AI search and the future of knowledge](https://www.laojinchuhai.com/en/classics/aravind-srinivas-jre-2026) (2026-07-01)
- [Bret Taylor on AI agents, outcome-based pricing and the OpenAI board](https://www.laojinchuhai.com/en/classics/bret-taylor-stripe-2026) (2026-03-10)
- [Andrew Ng on the rise of AI agents and agentic reasoning](https://www.laojinchuhai.com/en/classics/andrew-ng-agentic-reasoning) (2024-11-19)
- [Kai-Fu Lee on how China is shaping the future of AI](https://www.laojinchuhai.com/en/classics/kai-fu-lee-diamandis-2024) (2024-12-05)
- [Robin Li on application-driven AI innovation](https://www.laojinchuhai.com/en/classics/robin-li-wgs-2025) (2025-02-25)
- [Eric Schmidt on the AI revolution: geopolitics, military & energy](https://www.laojinchuhai.com/en/classics/eric-schmidt-princeton-2026) (2026-05-22)
- [Karpathy: Software Is Changing, Again (Software 3.0)](https://www.laojinchuhai.com/en/classics/karpathy-software-3) (2025-06-18)
- [Intro to Large Language Models](https://www.laojinchuhai.com/en/classics/karpathy-intro-to-llms) (2023-11-22)
- [Let's build GPT from scratch, in code](https://www.laojinchuhai.com/en/classics/karpathy-lets-build-gpt) (2023-01-17)
- [Deep Dive into LLMs like ChatGPT](https://www.laojinchuhai.com/en/classics/karpathy-deep-dive-llms) (2025-02-05)
- [Karpathy: from vibe coding to agentic engineering](https://www.laojinchuhai.com/en/classics/karpathy-vibe-coding-agentic-engineering) (2026-04-29)
- [Ilya Sutskever: An Observation on Generalization](https://www.laojinchuhai.com/en/classics/ilya-observation-on-generalization) (2023-08-14)
- [Geoffrey Hinton: Will AI outsmart human intelligence?](https://www.laojinchuhai.com/en/classics/geoffrey-hinton-royal-institution-2025) (2025-07-22)
- [Yann LeCun: LLMs won't lead to AGI](https://www.laojinchuhai.com/en/classics/yann-lecun-kara-swisher-2024) (2024-12-22)
- [Jeff Dean on AI's next transformations](https://www.laojinchuhai.com/en/classics/jeff-dean-sequoia-2025) (2025-05-12)
- [Richard Sutton: Father of RL thinks LLMs are a dead end](https://www.laojinchuhai.com/en/classics/richard-sutton-dwarkesh-2025) (2025-09-26)
- [Clem Delangue on why AI can't stay locked behind big APIs](https://www.laojinchuhai.com/en/classics/clem-delangue-turing-post-2026) (2026-05-01)
- [Nat Friedman & Daniel Gross on the real signals in AI investing](https://www.laojinchuhai.com/en/classics/nat-friedman-daniel-gross-stripe-2026) (2026-05-19)
- [Liang Wenfeng: Inside DeepSeek — China's most radical tech idealist](https://www.laojinchuhai.com/en/classics/liang-wenfeng-anchorage-2024) (2024-07-17)

## Tutorials

- [Claude Code Skills workflow: turn team process into SKILL.md](https://www.laojinchuhai.com/en/tutorials/claude-code-skills-workflow): Skills are Claude Code's most valuable asset: write how-to as triggerable, installable files; triggering is ~70% description.
- [Claude Code vs open alternatives: commercial or transparent](https://www.laojinchuhai.com/en/tutorials/claude-code-vs-open-source): Closed product, richest ecosystem. Pick managed, or pick auditability with OpenCode/Pi/Aider.
- [Aider Quickstart: git-diff pair programming](https://www.laojinchuhai.com/en/tutorials/aider-quickstart): Every change a reviewable git diff. Install via pip, pick a model, edit by chat.
- [Aider vs terminal agents: git flow vs multi-surface vs minimal](https://www.laojinchuhai.com/en/tutorials/aider-vs-terminal-agents): Aider = git diff + light; Pi = minimal embeddable; OpenCode = multi-surface; Claude Code = commercial.
- [MCP intro: client-server and the three primitives](https://www.laojinchuhai.com/en/tutorials/mcp-intro-and-architecture): MCP is the standard protocol connecting AI to tools. Learn the client-server model and three primitives first.
- [MCP in practice: one inquiry tool with list/call shape](https://www.laojinchuhai.com/en/tutorials/mcp-build-a-server): The same synthetic inquiry policy as an MCP tool JSON. 12 offline results match the oracle; no live client or SDK transport.
- [OpenCode Quickstart: the open multi-surface coding agent](https://www.laojinchuhai.com/en/tutorials/opencode-quickstart): Open transparency plus out-of-box polish. Install, connect any LLM, and close one task in the TUI.
- [OpenCode vs Pi vs Claude Code: multi-surface vs minimal vs commercial](https://www.laojinchuhai.com/en/tutorials/opencode-vs-pi-vs-claude-code): Three terminal agents, three routes: open multi-surface, minimal embeddable, commercial managed.
- [OpenClaw Quickstart: put a personal assistant on your devices](https://www.laojinchuhai.com/en/tutorials/openclaw-quickstart): Three steps: onboard, gateway, dashboard. A personal assistant on your own devices.
- [OpenClaw Gateway & channels: Telegram/WhatsApp in one step](https://www.laojinchuhai.com/en/tutorials/openclaw-gateway-channels): The local Gateway is the control plane; channels bring the assistant into your existing chats.
- [Hermes Agent Quickstart: a memory-driven self-improving agent](https://www.laojinchuhai.com/en/tutorials/hermes-agent-quickstart): Nous Research's self-improving agent: full installer, hermes model to switch, learns you over time.
- [Hermes learning loop: why it knows you better over time](https://www.laojinchuhai.com/en/tutorials/hermes-agent-learning-loop): Auto-built skills, self-improvement in use, FTS5 search + LLM summary, Honcho user modeling.
- [Google Gemini API Quickstart: From AI Studio to Your First Request](https://www.laojinchuhai.com/en/tutorials/google-gemini-api-quickstart): A practical companion to Google's official quickstart: create a key, protect it, make a text request, and turn the prototype into a maintainable app.
- [GPT API Quickstart: Build a Reliable Minimum Loop with OpenAI's Guide](https://www.laojinchuhai.com/en/tutorials/openai-gpt-api-quickstart): Do not start with a complex agent. Secure the key, call the Responses API, handle failures, then add structured outputs and tools one layer at a time.
- [GPT Prompt Engineering: Turn Good Chat into an Evaluable Workflow](https://www.laojinchuhai.com/en/tutorials/openai-prompt-engineering-guide): Prompting is not magic phrasing. Use clear tasks, references, constraints, examples, and evals to turn a lucky answer into a repeatable workflow.
- [Claude API Getting Started: From the First Message to Reliable Long-Context Work](https://www.laojinchuhai.com/en/tutorials/anthropic-claude-api-get-started): Use Anthropic's official getting-started path to understand the Messages API, system prompts, long inputs, and tool boundaries.
- [The Hugging Face LLM Course: From Model Calls to Your Own Evaluation Set](https://www.laojinchuhai.com/en/tutorials/huggingface-llm-course-first-model): Do not reduce an open-model course to copying a notebook. Build transferable foundations from tokenizers and pipelines to pre-fine-tuning evaluation.
- [Azure OpenAI Quickstart: Put GPT Behind Enterprise Access and Monitoring](https://www.laojinchuhai.com/en/tutorials/azure-openai-production-quickstart): The Azure version is about more than calling a model: resources, deployment names, identity, networking, and logs matter when a prototype becomes an enterprise service.
- [Microsoft AI for Beginners: Complete 27-Lesson Course (MIT Licensed)](https://www.laojinchuhai.com/en/tutorials/microsoft-ai-for-beginners-full-course): The complete Microsoft open-source AI curriculum: symbolic AI, neural networks, computer vision, NLP, transformers, RL, multi-agent systems and AI ethics — all 27 lessons with links to the original source.
- [Claude 3.7 Sonnet: Hybrid Reasoning & Coding Agents](https://www.laojinchuhai.com/en/tutorials/anthropic-claude-3-7-sonnet): Anthropic's first model with both quick answers and extended thinking. A guided reading of the official release and what hybrid reasoning means in production.
- [Claude 3.5 Sonnet in Practice: From Chat to Agent Workflows](https://www.laojinchuhai.com/en/tutorials/anthropic-claude-3-5-sonnet): Claude 3.5 Sonnet balanced capability and cost in 2025, letting small teams move agents from experiments to daily tools.
- [OpenAI's Reasoning Models Guide: When & How](https://www.laojinchuhai.com/en/tutorials/openai-reasoning-models-guide): Reasoning models (o1/o3) changed prompting rules — no more 'think step by step'. A guide to reasoning effort, structured outputs, and cost control.
- [Google Gemini Agents Docs: Build Your First Agent](https://www.laojinchuhai.com/en/tutorials/google-gemini-agents-docs): Google's official agent development docs: from concepts to function calling and multi-tool orchestration in the Gemini ecosystem.
- [Gemini API Docs Overview: Models, SDKs & Multimodality](https://www.laojinchuhai.com/en/tutorials/google-gemini-api-docs-overview): Google AI Studio and the Gemini API docs are one of the best starting points for multimodal LLMs. A guided tour of the docs and a learning path.
- [Hugging Face Agents Course: Official Guide](https://www.laojinchuhai.com/en/tutorials/huggingface-agents-course): Hugging Face's official Agents Course — one of the most popular open-source agent tutorials of 2025. Unit-by-unit guide and learning path.
- [Microsoft's Generative AI Learning Path](https://www.laojinchuhai.com/en/tutorials/microsoft-generative-ai-learning-path): Microsoft's official entry path: from generative AI concepts to Azure practice. A guided tour for building systematic foundations.
- [Anthropic's Prompt Engineering Docs: Claude in Context](https://www.laojinchuhai.com/en/tutorials/anthropic-prompt-engineering-overview): Anthropic's official prompt engineering docs are the de facto reference for Claude development: six techniques to scenario templates.
- [Pi Coding Agent Quickstart: 4 Base Tools & Minimal Terminal Workflow](https://www.laojinchuhai.com/en/tutorials/pi-agent-quickstart): Break free from commercial black boxes. Master the 4 base tools (read, write, edit, bash) for a clean, transparent terminal workflow.
- [Pi Agent Extensions & Skills: Build Your First TypeScript Tool & Workflow](https://www.laojinchuhai.com/en/tutorials/pi-agent-extensions-and-skills): Deep dive into Pi's extension ecosystem: build custom tools with TypeScript, listen to event hooks, and package workflows as Skills.
- [Pi Agent vs Claude Code vs Aider: Architecture & Selection Guide](https://www.laojinchuhai.com/en/tutorials/pi-agent-vs-claude-code): Commercial black box vs open hackability. Comparing tool architecture, SDK embeddability, session trees, and extension cost across three coding agents.
- [DeepSeek Harness Quickstart: Boot the Web UI, Then Close One Repo Loop](https://www.laojinchuhai.com/en/tutorials/deepseek-harness-quickstart): Do not start by writing a plugin. Follow the official README: boot the dsh Web UI, add an API key, pick a workspace, then ask the agent to summarize the repo.
- [DeepSeek Harness Architecture: Why ‘Everything Is a Plugin’ Is Not a Slogan](https://www.laojinchuhai.com/en/tutorials/deepseek-harness-architecture): Use the official architecture.md to explain profiles, bundles, the session log and turn/step. No package table dump — only where new behavior should attach.
- [Your First DeepSeek Harness Plugin: Mount It Before You Productize](https://www.laojinchuhai.com/en/tutorials/deepseek-harness-first-plugin): Follow the official first-plugin tutorial through apply(ctx) and a Cordis overlay. No full step dump — only boundaries and what to do next.
- [Gemini CLI Quickstart: Google's official terminal agent](https://www.laojinchuhai.com/en/tutorials/gemini-cli-quickstart): Install via npm, sign in with Google, and close one task in your repo. Free tier plus built-in search.
- [Cursor Quickstart: Tab, Chat and Agent in one IDE](https://www.laojinchuhai.com/en/tutorials/cursor-quickstart): Download the desktop app, sign in, open a project, and ship your first tool with Tab, Cmd+L and Cmd+I.
- [n8n inquiry-routing tutorial: 12 synthetic cases, review only](https://www.laojinchuhai.com/en/tutorials/n8n-quickstart): Download the workflow and oracle, check inputs, route reviews and handle failures. CLI-tested on n8n 2.37.10; GUI unverified, no customer data or sends.
- [Dify knowledge-Q&A tutorial: supported inquiry drafts and unknowns](https://www.laojinchuhai.com/en/tutorials/dify-quickstart): Six bilingual synthetic FAQs, 26 questions and a complete UI checklist. 22 offline tests passed; Dify and models not run. A citation label is not factual proof.
- [Ollama Quickstart: run an open model locally](https://www.laojinchuhai.com/en/tutorials/ollama-quickstart): Install the runtime, ollama run a model, chat. API defaults to localhost:11434. Validate on a small model first.
- [LangChain Quickstart: install with uv, follow official docs](https://www.laojinchuhai.com/en/tutorials/langchain-quickstart): MIT framework. Official README recommends uv add langchain. Don't copy old APIs from stale blogs; LangGraph / LangSmith are related products, not the same package.
- [Agent Skills Quickstart: a valid SKILL.md for synthetic inquiry review](https://www.laojinchuhai.com/en/tutorials/agent-skills-quickstart): name must equal folder inquiry-review. Offline tests check frontmatter and no-send rules; not installed in Claude Code.
- [OpenAI Agents SDK Quickstart: complete Agent, Runner and inquiry tool](https://www.laojinchuhai.com/en/tutorials/openai-agents-sdk-quickstart): Source includes Agent, @tool and Runner.run. Offline 12-case policy check; openai-agents not installed and no model call.
- [Local or cloud: record choice conditions without a benchmark](https://www.laojinchuhai.com/en/tutorials/local-or-cloud-ai-runtime): Four explicit fields yield hub starting points or insufficient information. Not a ranking, price or latency test.

## Latest insights (by updatedAt or date, 20)

- [Frontier Daily (Sep 16): 18 items from GitHub (Anthropic), Hacker News, DeepMind and more + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-16) (2026-09-16)
- [Frontier Daily (Sep 14): 12 items from Hacker News, Simon Willison + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-14) (2026-09-14)
- [Frontier Daily (Sep 13): 18 items from Simon Willison, Hacker News, Latent Space and more + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-13) (2026-09-13)
- [Frontier Daily (Sep 12): 16 items from Hacker News, Simon Willison, OpenAI and more + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-12) (2026-09-12)
- [Frontier Daily (Sep 11): 18 items from Anthropic, GitHub (Hugging Face), OpenAI and more + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-11) (2026-09-11)
- [Frontier Daily (Sep 10): 5 items from Anthropic, Hacker News, OpenAI](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-10) (2026-09-10)
- [Frontier Daily (Sep 9): 10 items from GitHub (Anthropic), Anthropic, Hacker News and more](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-09) (2026-09-09)
- [Frontier Daily (Sep 8): 10 items from Simon Willison, Hacker News, OpenAI and more](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-08) (2026-09-08)
- [Frontier Daily (Sep 7): 14 items from GitHub (Hugging Face), Hacker News, Simon Willison and more + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-07) (2026-09-07)
- [Frontier Daily (Sep 6): 6 items from GitHub (Hugging Face), Simon Willison, Latent Space and more](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-06) (2026-09-06)
- [Agent Skill Security: Secrets, Permissions & PII](https://www.laojinchuhai.com/en/insights/agent-skill-security-basics) (2026-09-05)
- [AI Coding Assistants Compared: Copilot, Claude Code & Cursor](https://www.laojinchuhai.com/en/insights/ai-coding-assistants-comparison) (2026-09-05)
- [Content Localization: One Source, Many Markets](https://www.laojinchuhai.com/en/insights/ai-content-localization-workflow) (2026-09-05)
- [Dify vs LangGraph vs Hosted Agent Platforms](https://www.laojinchuhai.com/en/insights/dify-vs-langgraph-vs-agent-platforms) (2026-09-05)
- [Frontier Daily (Sep 5): 17 items from Hacker News, Simon Willison, Latent Space and more + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-05) (2026-09-05)
- [What Cursor Is: the AI-Native IDE](https://www.laojinchuhai.com/en/insights/what-is-cursor) (2026-09-05)
- [What Gemini CLI Is: Google's Official Terminal Agent](https://www.laojinchuhai.com/en/insights/what-is-gemini-cli) (2026-09-05)
- [Frontier Daily (Sep 4): 15 items from Hacker News, DeepMind, Latent Space and more + X supplements](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-04) (2026-09-04)
- [What Agent Skills Are: the SKILL.md Spec, Not Claude Code](https://www.laojinchuhai.com/en/insights/what-is-agent-skills) (2026-09-04)
- [What Dify Is: a Visual AI App and RAG Workspace](https://www.laojinchuhai.com/en/insights/what-is-dify) (2026-09-04)

## Insights directory (240 URLs, not full text)

- [frontier-daily-2026-09-16](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-16)
- [frontier-daily-2026-09-14](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-14)
- [frontier-daily-2026-09-13](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-13)
- [frontier-daily-2026-09-12](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-12)
- [frontier-daily-2026-09-11](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-11)
- [frontier-daily-2026-09-10](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-10)
- [frontier-daily-2026-09-09](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-09)
- [frontier-daily-2026-09-08](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-08)
- [frontier-daily-2026-09-07](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-07)
- [frontier-daily-2026-09-06](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-06)
- [agent-skill-security-basics](https://www.laojinchuhai.com/en/insights/agent-skill-security-basics)
- [ai-coding-assistants-comparison](https://www.laojinchuhai.com/en/insights/ai-coding-assistants-comparison)
- [ai-content-localization-workflow](https://www.laojinchuhai.com/en/insights/ai-content-localization-workflow)
- [dify-vs-langgraph-vs-agent-platforms](https://www.laojinchuhai.com/en/insights/dify-vs-langgraph-vs-agent-platforms)
- [frontier-daily-2026-09-05](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-05)
- [what-is-cursor](https://www.laojinchuhai.com/en/insights/what-is-cursor)
- [what-is-gemini-cli](https://www.laojinchuhai.com/en/insights/what-is-gemini-cli)
- [frontier-daily-2026-09-04](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-04)
- [what-is-agent-skills](https://www.laojinchuhai.com/en/insights/what-is-agent-skills)
- [what-is-dify](https://www.laojinchuhai.com/en/insights/what-is-dify)
- [what-is-langchain](https://www.laojinchuhai.com/en/insights/what-is-langchain)
- [what-is-n8n](https://www.laojinchuhai.com/en/insights/what-is-n8n)
- [what-is-ollama](https://www.laojinchuhai.com/en/insights/what-is-ollama)
- [what-is-openai-agents-sdk](https://www.laojinchuhai.com/en/insights/what-is-openai-agents-sdk)
- [frontier-daily-2026-09-03](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-03)
- [frontier-daily-2026-09-02](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-02)
- [frontier-daily-2026-09-01](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-09-01)
- [frontier-daily-2026-08-31](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-31)
- [frontier-daily-2026-08-30](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-30)
- [frontier-daily-2026-08-29](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-29)
- [frontier-daily-2026-08-28](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-28)
- [frontier-daily-2026-08-27](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-27)
- [frontier-daily-2026-08-26](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-26)
- [frontier-daily-2026-08-25](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-25)
- [frontier-daily-2026-08-24](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-24)
- [frontier-daily-2026-08-23](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-23)
- [frontier-daily-2026-08-22](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-22)
- [frontier-daily-2026-08-21](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-21)
- [frontier-daily-2026-08-20](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-20)
- [frontier-daily-2026-08-19](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-19)
- [frontier-daily-2026-08-18](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-18)
- [agent-browser-automation-skills](https://www.laojinchuhai.com/en/insights/agent-browser-automation-skills)
- [frontier-daily-2026-08-17](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-17)
- [agent-data-analysis-skills](https://www.laojinchuhai.com/en/insights/agent-data-analysis-skills)
- [chatgpt-pro-delivery-skill](https://www.laojinchuhai.com/en/insights/chatgpt-pro-delivery-skill)
- [five-step-dev-codex](https://www.laojinchuhai.com/en/insights/five-step-dev-codex)
- [frontier-daily-2026-08-16](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-16)
- [parallel-sessions-protocol](https://www.laojinchuhai.com/en/insights/parallel-sessions-protocol)
- [session-rotation-maintainer](https://www.laojinchuhai.com/en/insights/session-rotation-maintainer)
- [frontier-daily-2026-08-15](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-15)
- [what-is-aider](https://www.laojinchuhai.com/en/insights/what-is-aider)
- [what-is-claude-code-ecosystem](https://www.laojinchuhai.com/en/insights/what-is-claude-code-ecosystem)
- [what-is-hermes-agent](https://www.laojinchuhai.com/en/insights/what-is-hermes-agent)
- [what-is-mcp](https://www.laojinchuhai.com/en/insights/what-is-mcp)
- [what-is-openclaw](https://www.laojinchuhai.com/en/insights/what-is-openclaw)
- [what-is-opencode](https://www.laojinchuhai.com/en/insights/what-is-opencode)
- [what-is-pi-coding-agent](https://www.laojinchuhai.com/en/insights/what-is-pi-coding-agent)
- [frontier-daily-2026-08-14](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-14)
- [frontier-daily-2026-08-13](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-13)
- [what-is-deepseek-harness](https://www.laojinchuhai.com/en/insights/what-is-deepseek-harness)
- [frontier-daily-2026-08-12](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-12)
- [ai-meeting-notes-tools](https://www.laojinchuhai.com/en/insights/ai-meeting-notes-tools)
- [five-step-claude-edition](https://www.laojinchuhai.com/en/insights/five-step-claude-edition)
- [frontier-daily-2026-08-11](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-11)
- [ai-customer-support-platforms](https://www.laojinchuhai.com/en/insights/ai-customer-support-platforms)
- [ai-translation-vs-sales-generation](https://www.laojinchuhai.com/en/insights/ai-translation-vs-sales-generation)
- [frontier-daily-2026-08-10](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-10)
- [ai-for-procurement-teams](https://www.laojinchuhai.com/en/insights/ai-for-procurement-teams)
- [frontier-daily-2026-08-09](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-09)
- [ai-after-sales-customer-success](https://www.laojinchuhai.com/en/insights/ai-after-sales-customer-success)
- [ai-email-inbox-workflow](https://www.laojinchuhai.com/en/insights/ai-email-inbox-workflow)
- [frontier-daily-2026-08-08](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-08)
- [agent-document-processing-skills](https://www.laojinchuhai.com/en/insights/agent-document-processing-skills)
- [frontier-daily-2026-08-07](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-07)
- [rag-knowledge-base-tools](https://www.laojinchuhai.com/en/insights/rag-knowledge-base-tools)
- [agent-skill-evals-basics](https://www.laojinchuhai.com/en/insights/agent-skill-evals-basics)
- [frontier-daily-2026-08-06](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-06)
- [frontier-daily-2026-08-05](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-05)
- [frontier-daily-2026-08-04](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-04)
- [frontier-daily-2026-08-03](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-03)
- [multilingual-sales-ai](https://www.laojinchuhai.com/en/insights/multilingual-sales-ai)
- [frontier-daily-2026-08-02](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-02)
- [frontier-daily-2026-08-01](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-08-01)
- [codexloom-agent-team-best-practices](https://www.laojinchuhai.com/en/insights/codexloom-agent-team-best-practices)
- [frontier-daily-2026-07-31](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-31)
- [frontier-daily-2026-07-30](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-30)
- [ai-content-operations-case](https://www.laojinchuhai.com/en/insights/ai-content-operations-case)
- [customer-knowledge-ai-asset](https://www.laojinchuhai.com/en/insights/customer-knowledge-ai-asset)
- [frontier-daily-2026-07-29](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-29)
- [frontier-daily-2026-07-28](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-28)
- [ai-sales-copilot-for-whatsapp-guide](https://www.laojinchuhai.com/en/insights/ai-sales-copilot-for-whatsapp-guide)
- [frontier-daily-2026-07-27](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-27)
- [multi-model-api-gateway-guide](https://www.laojinchuhai.com/en/insights/multi-model-api-gateway-guide)
- [ai-agent-collaboration-patterns](https://www.laojinchuhai.com/en/insights/ai-agent-collaboration-patterns)
- [cross-border-team-ai-stack](https://www.laojinchuhai.com/en/insights/cross-border-team-ai-stack)
- [ai-growth-tools-stack](https://www.laojinchuhai.com/en/insights/ai-growth-tools-stack)
- [frontier-daily-2026-07-25](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-25)
- [marketing-skills-for-ai-agents](https://www.laojinchuhai.com/en/insights/marketing-skills-for-ai-agents)
- [365skill-library-guide](https://www.laojinchuhai.com/en/insights/365skill-library-guide)
- [frontier-daily-2026-07-24](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-24)
- [sme-ai-adoption-roadmap](https://www.laojinchuhai.com/en/insights/sme-ai-adoption-roadmap)
- [chatgpt-vs-dedicated-sales-ai](https://www.laojinchuhai.com/en/insights/chatgpt-vs-dedicated-sales-ai)
- [frontier-daily-2026-07-23](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-23)
- [liang-wenfeng-deepseek-investor-talk](https://www.laojinchuhai.com/en/insights/liang-wenfeng-deepseek-investor-talk)
- [agent-workflow-orchestration-intro](https://www.laojinchuhai.com/en/insights/agent-workflow-orchestration-intro)
- [frontier-daily-2026-07-22](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-22)
- [shopify-ai-operations](https://www.laojinchuhai.com/en/insights/shopify-ai-operations)
- [ai-skill-factory](https://www.laojinchuhai.com/en/insights/ai-skill-factory)
- [frontier-daily-2026-07-21](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-21)
- [what-are-agent-skills](https://www.laojinchuhai.com/en/insights/what-are-agent-skills)
- [whatsapp-crm-comparison](https://www.laojinchuhai.com/en/insights/whatsapp-crm-comparison)
- [frontier-daily-2026-07-20](https://www.laojinchuhai.com/en/insights/frontier-daily-2026-07-20)
- [openrouter-alternatives](https://www.laojinchuhai.com/en/insights/openrouter-alternatives)
- [write-custom-agent-skills](https://www.laojinchuhai.com/en/insights/write-custom-agent-skills)
- [growth-team-ai-ops](https://www.laojinchuhai.com/en/insights/growth-team-ai-ops)
- [sales-team-ai-whatsapp](https://www.laojinchuhai.com/en/insights/sales-team-ai-whatsapp)
- [crewai-alternatives](https://www.laojinchuhai.com/en/insights/crewai-alternatives)
- [frontier-2026-07-18](https://www.laojinchuhai.com/en/insights/frontier-2026-07-18)
- [temu-in-ca](https://www.laojinchuhai.com/en/insights/temu-in-ca)
- [pet-to-ca](https://www.laojinchuhai.com/en/insights/pet-to-ca)
- [temu-in-kr](https://www.laojinchuhai.com/en/insights/temu-in-kr)
- [pet-to-kr](https://www.laojinchuhai.com/en/insights/pet-to-kr)
- [temu-in-jp](https://www.laojinchuhai.com/en/insights/temu-in-jp)
- [pet-to-jp](https://www.laojinchuhai.com/en/insights/pet-to-jp)
- [temu-in-de](https://www.laojinchuhai.com/en/insights/temu-in-de)
- [pet-to-de](https://www.laojinchuhai.com/en/insights/pet-to-de)
- [temu-in-uk](https://www.laojinchuhai.com/en/insights/temu-in-uk)
- [pet-to-uk](https://www.laojinchuhai.com/en/insights/pet-to-uk)
- [temu-in-us](https://www.laojinchuhai.com/en/insights/temu-in-us)
- [pet-to-us](https://www.laojinchuhai.com/en/insights/pet-to-us)
- [shopify-in-ae](https://www.laojinchuhai.com/en/insights/shopify-in-ae)
- [outdoor-to-ae](https://www.laojinchuhai.com/en/insights/outdoor-to-ae)
- [shopify-in-au](https://www.laojinchuhai.com/en/insights/shopify-in-au)
- [outdoor-to-au](https://www.laojinchuhai.com/en/insights/outdoor-to-au)
- [shopify-in-ca](https://www.laojinchuhai.com/en/insights/shopify-in-ca)
- [outdoor-to-ca](https://www.laojinchuhai.com/en/insights/outdoor-to-ca)
- [shopify-in-kr](https://www.laojinchuhai.com/en/insights/shopify-in-kr)
- [outdoor-to-kr](https://www.laojinchuhai.com/en/insights/outdoor-to-kr)
- [shopify-in-jp](https://www.laojinchuhai.com/en/insights/shopify-in-jp)
- [outdoor-to-jp](https://www.laojinchuhai.com/en/insights/outdoor-to-jp)
- [shopify-in-de](https://www.laojinchuhai.com/en/insights/shopify-in-de)
- [outdoor-to-de](https://www.laojinchuhai.com/en/insights/outdoor-to-de)
- [shopify-in-uk](https://www.laojinchuhai.com/en/insights/shopify-in-uk)
- [outdoor-to-uk](https://www.laojinchuhai.com/en/insights/outdoor-to-uk)
- [shopify-in-us](https://www.laojinchuhai.com/en/insights/shopify-in-us)
- [outdoor-to-us](https://www.laojinchuhai.com/en/insights/outdoor-to-us)
- [tiktok-shop-in-ae](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-ae)
- [home-to-ae](https://www.laojinchuhai.com/en/insights/home-to-ae)
- [tiktok-shop-in-au](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-au)
- [home-to-au](https://www.laojinchuhai.com/en/insights/home-to-au)
- [tiktok-shop-in-ca](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-ca)
- [home-to-ca](https://www.laojinchuhai.com/en/insights/home-to-ca)
- [tiktok-shop-in-kr](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-kr)
- [home-to-kr](https://www.laojinchuhai.com/en/insights/home-to-kr)
- [tiktok-shop-in-jp](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-jp)
- [home-to-jp](https://www.laojinchuhai.com/en/insights/home-to-jp)
- [tiktok-shop-in-de](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-de)
- [home-to-de](https://www.laojinchuhai.com/en/insights/home-to-de)
- [tiktok-shop-in-uk](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-uk)
- [guide-certificate-of-origin](https://www.laojinchuhai.com/en/insights/guide-certificate-of-origin)
- [home-to-uk](https://www.laojinchuhai.com/en/insights/home-to-uk)
- [home-to-us](https://www.laojinchuhai.com/en/insights/home-to-us)
- [tiktok-shop-in-us](https://www.laojinchuhai.com/en/insights/tiktok-shop-in-us)
- [amazon-in-ae](https://www.laojinchuhai.com/en/insights/amazon-in-ae)
- [guide-export-ocean-charges](https://www.laojinchuhai.com/en/insights/guide-export-ocean-charges)
- [3c-to-ae](https://www.laojinchuhai.com/en/insights/3c-to-ae)
- [market-ae](https://www.laojinchuhai.com/en/insights/market-ae)
- [3c-to-au](https://www.laojinchuhai.com/en/insights/3c-to-au)
- [amazon-in-au](https://www.laojinchuhai.com/en/insights/amazon-in-au)
- [guide-ddp-double-clearance](https://www.laojinchuhai.com/en/insights/guide-ddp-double-clearance)
- [guide-hs-code-classification](https://www.laojinchuhai.com/en/insights/guide-hs-code-classification)
- [kb-returns-aftersales](https://www.laojinchuhai.com/en/insights/kb-returns-aftersales)
- [market-au](https://www.laojinchuhai.com/en/insights/market-au)
- [amazon-in-ca](https://www.laojinchuhai.com/en/insights/amazon-in-ca)
- [kb-cross-border-payment](https://www.laojinchuhai.com/en/insights/kb-cross-border-payment)
- [3c-to-ca](https://www.laojinchuhai.com/en/insights/3c-to-ca)
- [platform-ebay](https://www.laojinchuhai.com/en/insights/platform-ebay)
- [guide-demurrage-detention](https://www.laojinchuhai.com/en/insights/guide-demurrage-detention)
- [market-ca](https://www.laojinchuhai.com/en/insights/market-ca)
- [amazon-in-kr](https://www.laojinchuhai.com/en/insights/amazon-in-kr)
- [kb-listing-optimization](https://www.laojinchuhai.com/en/insights/kb-listing-optimization)
- [guide-marine-insurance](https://www.laojinchuhai.com/en/insights/guide-marine-insurance)
- [guide-telex-release](https://www.laojinchuhai.com/en/insights/guide-telex-release)
- [guide-cbm-loadability](https://www.laojinchuhai.com/en/insights/guide-cbm-loadability)
- [guide-sensitive-cargo-export](https://www.laojinchuhai.com/en/insights/guide-sensitive-cargo-export)
- [3c-to-kr](https://www.laojinchuhai.com/en/insights/3c-to-kr)
- [guide-lcl-revenue-ton](https://www.laojinchuhai.com/en/insights/guide-lcl-revenue-ton)
- [3c-to-de](https://www.laojinchuhai.com/en/insights/3c-to-de)
- [3c-to-jp](https://www.laojinchuhai.com/en/insights/3c-to-jp)
- [3c-to-uk](https://www.laojinchuhai.com/en/insights/3c-to-uk)
- [3c-to-us](https://www.laojinchuhai.com/en/insights/3c-to-us)
- [amazon-in-de](https://www.laojinchuhai.com/en/insights/amazon-in-de)
- [amazon-in-jp](https://www.laojinchuhai.com/en/insights/amazon-in-jp)
- [amazon-in-uk](https://www.laojinchuhai.com/en/insights/amazon-in-uk)
- [amazon-in-us](https://www.laojinchuhai.com/en/insights/amazon-in-us)
- [kb-incoterms](https://www.laojinchuhai.com/en/insights/kb-incoterms)
- [kb-overseas-warehouse-vs-direct](https://www.laojinchuhai.com/en/insights/kb-overseas-warehouse-vs-direct)
- [kb-product-selection-framework](https://www.laojinchuhai.com/en/insights/kb-product-selection-framework)
- [kb-vat-tax](https://www.laojinchuhai.com/en/insights/kb-vat-tax)
- [kb-volumetric-weight](https://www.laojinchuhai.com/en/insights/kb-volumetric-weight)
- [market-de](https://www.laojinchuhai.com/en/insights/market-de)
- [market-jp](https://www.laojinchuhai.com/en/insights/market-jp)
- [market-kr](https://www.laojinchuhai.com/en/insights/market-kr)
- [market-uk](https://www.laojinchuhai.com/en/insights/market-uk)
- [market-us](https://www.laojinchuhai.com/en/insights/market-us)
- [platform-aliexpress](https://www.laojinchuhai.com/en/insights/platform-aliexpress)
- [platform-amazon](https://www.laojinchuhai.com/en/insights/platform-amazon)
- [platform-shopify](https://www.laojinchuhai.com/en/insights/platform-shopify)
- [platform-temu](https://www.laojinchuhai.com/en/insights/platform-temu)
- [platform-tiktok-shop](https://www.laojinchuhai.com/en/insights/platform-tiktok-shop)
- [sourcing-competitor-teardown](https://www.laojinchuhai.com/en/insights/sourcing-competitor-teardown)
- [listing-keyword-research](https://www.laojinchuhai.com/en/insights/listing-keyword-research)
- [trade-buyer-research](https://www.laojinchuhai.com/en/insights/trade-buyer-research)
- [ai-product-selection](https://www.laojinchuhai.com/en/insights/ai-product-selection)
- [marketing-landing-page-copy](https://www.laojinchuhai.com/en/insights/marketing-landing-page-copy)
- [supply-supplier-vetting](https://www.laojinchuhai.com/en/insights/supply-supplier-vetting)
- [ai-listing-optimization](https://www.laojinchuhai.com/en/insights/ai-listing-optimization)
- [distribution-factory-to-dtc](https://www.laojinchuhai.com/en/insights/distribution-factory-to-dtc)
- [ai-cold-email-outreach](https://www.laojinchuhai.com/en/insights/ai-cold-email-outreach)
- [sourcing-blue-ocean-data](https://www.laojinchuhai.com/en/insights/sourcing-blue-ocean-data)
- [listing-multi-market-localization](https://www.laojinchuhai.com/en/insights/listing-multi-market-localization)
- [tiktok-shop-ai-marketing](https://www.laojinchuhai.com/en/insights/tiktok-shop-ai-marketing)
- [trade-quotation-negotiation](https://www.laojinchuhai.com/en/insights/trade-quotation-negotiation)
- [cross-border-supply-chain-digital](https://www.laojinchuhai.com/en/insights/cross-border-supply-chain-digital)
- [marketing-influencer-outreach](https://www.laojinchuhai.com/en/insights/marketing-influencer-outreach)
- [distribution-ai-transformation](https://www.laojinchuhai.com/en/insights/distribution-ai-transformation)
- [supply-inventory-forecasting](https://www.laojinchuhai.com/en/insights/supply-inventory-forecasting)
- [distribution-reseller-enablement](https://www.laojinchuhai.com/en/insights/distribution-reseller-enablement)
- [sourcing-seasonal-timing](https://www.laojinchuhai.com/en/insights/sourcing-seasonal-timing)
- [listing-visual-brief](https://www.laojinchuhai.com/en/insights/listing-visual-brief)
- [trade-show-followup](https://www.laojinchuhai.com/en/insights/trade-show-followup)
- [marketing-email-lifecycle](https://www.laojinchuhai.com/en/insights/marketing-email-lifecycle)
- [supply-logistics-selection](https://www.laojinchuhai.com/en/insights/supply-logistics-selection)
- [distribution-private-domain](https://www.laojinchuhai.com/en/insights/distribution-private-domain)
- [sourcing-compliance-screening](https://www.laojinchuhai.com/en/insights/sourcing-compliance-screening)
- [listing-data-driven-iteration](https://www.laojinchuhai.com/en/insights/listing-data-driven-iteration)
- [trade-multichannel-outreach](https://www.laojinchuhai.com/en/insights/trade-multichannel-outreach)
- [marketing-ad-creative-matrix](https://www.laojinchuhai.com/en/insights/marketing-ad-creative-matrix)
- [supply-overseas-warehouse](https://www.laojinchuhai.com/en/insights/supply-overseas-warehouse)
- [distribution-ai-native-team](https://www.laojinchuhai.com/en/insights/distribution-ai-native-team)

## Directory (AI 网址导航 · going-global tools)

- [ChatGPT](https://chatgpt.com): OpenAI's flagship assistant — the default base for writing, translation and customer replies, with the richest plugin ecosystem.
- [Claude](https://claude.ai): Anthropic's model known for long-form analysis and coding; Claude Code is one of the most popular terminal agents today.
- [Gemini](https://gemini.google.com): Google's multimodal assistant with a generous free tier, deeply integrated with Gmail and Docs.
- [DeepSeek](https://chat.deepseek.com): One of the best Chinese models with a friendly API price — ideal for batch text work and self-built apps. For the open agent runtime, see DeepSeek Harness.
- [Kimi](https://kimi.moonshot.cn): Moonshot's model with a huge context window — great at digesting contracts, reports and competitor sites.
- [豆包 Doubao](https://www.doubao.com): ByteDance's AI assistant with strong Chinese-language experience, a generous free tier, and tight links to the Douyin ecosystem.
- [Perplexity](https://www.perplexity.ai): AI search engine with cited, real-time answers — a magnitude faster for competitor and market research.
- [NotebookLM](https://notebooklm.google.com): Google's document Q&A tool — drop in sources for summaries, answers and even AI podcasts. A due-diligence staple.
- [Gamma](https://gamma.app): Turns a prompt into decks, pages and docs — pitch and product materials in minutes.
- [HeyGen](https://www.heygen.com): AI avatar videos with lip-synced multilingual voice — mass-produce short videos and product intros.
- [ElevenLabs](https://elevenlabs.io): The most natural AI text-to-speech today — multilingual dubbing, voice agents and audio content.
- [Suno](https://suno.com): AI music generation — cheap, royalty-free BGM for social clips and brand anthems.
- [Midjourney](https://www.midjourney.com): The quality ceiling for AI images — product shots, marketing assets and packaging concepts.
- [Runway](https://runwayml.com): AI video generation and editing — quick ad clips and motion assets, with an API for workflows.
- [可灵 Kling](https://klingai.com): Kuaishou's video model with strong Chinese prompt understanding and solid consistency.
- [CapCut 剪映海外版](https://www.capcut.com): The standard editor for the TikTok ecosystem — captions, templates and AI features out of the box.
- [Cursor](https://cursor.com): The AI-native IDE — completion, chat and agent mode in one. First choice for storefronts and small tools.
- [Claude Code](https://www.anthropic.com/claude-code): Anthropic's terminal agent: reads repos, runs commands and calls APIs — far stronger with Agent Skills.
- [Gemini CLI](https://github.com/google-gemini/gemini-cli): Google's official open-source terminal agent: Apache-2.0, built-in search and MCP, a generous free tier — the second knife beside Claude Code.
- [v0](https://v0.dev): Vercel's prompt-to-UI tool for React/Tailwind — the fastest route to a landing-page prototype.
- [Bolt](https://bolt.new): Prompt-to-fullstack-app in the browser with instant preview and deploy — plenty for validating ideas.
- [GitHub Copilot](https://github.com/features/copilot): The veteran AI pair-programmer across all major IDEs — lowest team onboarding cost.
- [n8n](https://n8n.io): Open-source workflow automation with native AI nodes; free to self-host — the first stop for repetitive flows.
- [Dify](https://dify.ai): Visual AI app builder with RAG, workflows and multi-provider models — the default SME PoC base.
- [Coze](https://www.coze.com): ByteDance's agent builder with a rich plugin ecosystem and knowledge bases — Chinese-friendly.
- [Flowise](https://flowiseai.com): Open-source visual LLM orchestration — drag-and-drop RAG pipelines for fast prototyping.
- [Zapier](https://zapier.com): The veteran no-code automation with 8,000+ app integrations — non-technical teams can wire flows.
- [Make](https://www.make.com): Visual automation with a clearer canvas than Zapier and stronger branching for complex flows.
- [OpenRouter](https://openrouter.ai): One API key, hundreds of models — compare, fall back and rate-limit without the plumbing.
- [Ollama](https://ollama.com): The lowest bar for local open models — one command for Llama, Qwen or DeepSeek; data stays on your machine.
- [Hugging Face](https://huggingface.co): The GitHub of models and datasets — find models, check leaderboards, run demos.
- [Firecrawl](https://firecrawl.dev): Clean web-to-markdown/structured-data for LLMs — essential plumbing for content pipelines and RAG.
- [Jungle Scout](https://www.junglescout.com): The veteran Amazon product-research suite: market size, competitor sales and keyword reverse-lookup.
- [Helium 10](https://www.helium10.com): The all-in-one Amazon seller suite — keyword research, listing optimization and profit calcs.
- [卖家精灵 SellerSprite](https://www.sellersprite.com): The most-used Amazon data tool among Chinese sellers, with beginner-friendly UI and docs.
- [Keepa](https://keepa.com): The authoritative Amazon price-history source — check it before any pricing decision.
- [CamelCamelCamel](https://camelcamelcamel.com): The free Keepa alternative for Amazon price history — enough for light research.
- [Shopify](https://www.shopify.com): The world's default storefront platform — building, payments and the richest app ecosystem.
- [WooCommerce](https://woocommerce.com): The free e-commerce plugin for WordPress with full data ownership — a developer favorite.
- [店匠 Shoplazza](https://www.shoplazza.com): Mainstream SaaS storefront for Chinese teams — Chinese admin plus local payment rails.
- [SHOPLINE](https://www.shopline.com): Storefront SaaS with strong Southeast-Asia localization — friendly for the APAC market.
- [Squarespace](https://www.squarespace.com): The most design-forward site builder — a common pick for brand-sensitive DTC stores.
- [店小秘](https://www.dianxiaomi.com): Cross-border ERP that starts free — multi-platform orders, purchasing, warehouse and finance.
- [领星 ERP](https://www.lingxing.com): Popular ERP among Amazon sellers, well regarded for inventory and finance modules.
- [芒果店长](https://www.mangoerp.com): Multi-platform listing and order management — common among volume sellers.
- [通途 ERP](https://www.tongtool.com): A veteran cross-border ERP with mature listing, order and shipping-template systems.
- [Stripe](https://stripe.com): The most developer-friendly global payments platform — first choice for storefront checkout and subscriptions.
- [PayPal](https://www.paypal.com): The payment method Western buyers trust most — a must-have checkout option.
- [Payoneer](https://www.payoneer.com): The veteran cross-border payout service — marketplace payouts, foreign bank accounts, multi-currency.
- [Airwallex 空中云汇](https://www.airwallex.com): Global business accounts: multi-currency, local collection and low-cost FX — strong for B2B.
- [PingPong](https://www.pingpongx.com): Cross-border collection familiar to Chinese sellers — marketplace payouts and compliant FX.
- [Wise](https://wise.com): International transfers at the real exchange rate — supplier payments, payroll and multi-currency accounts.
- [Buffer](https://buffer.com): Lightweight social scheduling across platforms — plenty for individuals and small teams.
- [Hootsuite](https://hootsuite.com): Enterprise social management — scheduling, listening and team workflows for multi-account ops.
- [Later](https://later.com): Visual scheduling with a beautiful calendar for Instagram and TikTok content.
- [Publer](https://publer.io): Budget-friendly scheduling with a generous free tier and tidy multi-account management.
- [新榜](https://www.newrank.cn): Chinese content-data platform — rankings and monitoring for WeChat, Douyin and Xiaohongshu.
- [Ahrefs](https://ahrefs.com): The strongest backlink and keyword-research database — first pick for storefront SEO teams.
- [Semrush](https://www.semrush.com): All-in-one marketing suite — SEO, ads, content and competitor traffic teardown.
- [Google Search Console](https://search.google.com/search-console): Google's official webmaster tool — indexing, coverage and search performance, free and essential.
- [Google Trends](https://trends.google.com): Free global search-trend insight — handy for product picks, topics and market timing.
- [Screaming Frog](https://www.screamingfrog.co.uk/seo-spider/): On-site SEO crawler — dead links, redirects and duplicate titles in one pass; the free tier suffices.
- [Meta Ads Manager](https://adsmanager.facebook.com): The official Facebook/Instagram ads console — the main ad battleground for Western traffic.
- [Google Ads](https://ads.google.com): The search-ads foundation — the highest-intent traffic source; every storefront must learn it.
- [TikTok Ads Manager](https://ads.tiktok.com): TikTok's official ad console — the battleground for short-video commerce.
- [TikTok Creative Center](https://ads.tiktok.com/business/creativecenter): Free look at TikTok top ads, music and creatives — an inspiration feed for media buyers.
- [Klaviyo](https://www.klaviyo.com): The e-commerce email standard — deep Shopify integration and powerful automations.
- [Mailchimp](https://mailchimp.com): Entry-level email marketing with a friendly free tier — the usual starting point.
- [MailerLite](https://www.mailerlite.com): The value king — near-premium features at a budget price; a creator favorite.
- [Brevo](https://www.brevo.com): Email plus SMS in one platform, with solid European localization.
- [beehiiv](https://www.beehiiv.com): The native newsletter platform — growth, monetization and sponsorships; a top pick for English content.
- [Modash](https://modash.io): Creator database — filter YouTube, TikTok and IG influencers by reach, region and engagement.
- [Heepsy](https://heepsy.com): Influencer search and outreach with fake-follower checks and campaign tracking.
- [UpPromote](https://www.uppromote.com): Affiliate and creator-program app for Shopify — auto commission links and tracking.
- [递四方 4PX](https://www.4px.com): Veteran cross-border logistics — express lines, parcels and overseas warehouses across major markets.
- [云途物流](https://www.yunexpress.com): YunExpress specializes in stable EU/US routes — a common pick for storefront parcel shipping.
- [燕文物流](https://www.yw56.com.cn): Long-standing Chinese cross-border carrier with broad coverage via economical postal routes.
- [菜鸟国际](https://www.cainiao.com): Alibaba's cross-border logistics network — the default carrier for AliExpress and Taobao sellers.
- [Flexport](https://www.flexport.com): Digital freight forwarder — quotes, booking and tracking online; built for B2B container shipping.
- [谷仓海外仓 GOODCANG](https://www.goodcang.com): The leading China-founded overseas warehouse network across EU/US/AU/JP with mature D2C fulfillment.
- [万邑通 WINIT](https://www.winit.com.cn): Overseas warehousing and supply-chain solutions — a familiar fulfillment partner for sellers.
- [ShipBob](https://www.shipbob.com): US-native 3PL with deep Shopify integration — the default fulfillment for DTC brands.
- [ShipMonk](https://www.shipmonk.com): US 3PL with a friendly on-ramp for small and mid-sized DTC brands.
- [17TRACK](https://www.17track.net): One-stop tracking for 1,500+ carriers — the default parcel tracker for cross-border.
- [AfterShip](https://www.aftership.com): E-commerce tracking suite — branded tracking pages and email notifications that lift repeat purchases.
- [Ship24](https://www.ship24.com): Wide-coverage free tracking aggregator — finds even obscure carriers.
- [Google Analytics 4](https://analytics.google.com): The web-analytics baseline — traffic, conversions and events; free with the biggest ecosystem.
- [Microsoft Clarity](https://clarity.microsoft.com): Free heatmaps and session replays — watch how visitors actually use your site before optimizing.
- [Mixpanel](https://mixpanel.com): Product analytics — funnels, retention and cohorts; standard kit for SaaS growth teams.
- [Hotjar](https://www.hotjar.com): Behavior-insight suite — heatmaps, recordings and surveys for landing-page optimization.
- [Similarweb](https://www.similarweb.com): Traffic intelligence on any site — competitor channel splits and industry benchmarks.
- [Zendesk](https://www.zendesk.com): The enterprise ticketing benchmark — email, chat and social in one inbox.
- [Intercom](https://www.intercom.com): The default support-and-messaging platform for SaaS — in-app chat, automation and AI assist.
- [Crisp](https://crisp.chat): Lightweight live chat with a free tier that fits small teams; multilingual-friendly.
- [Gorgias](https://www.gorgias.com): E-commerce support built on order data — Shopify sellers answer tickets at lightning speed.
- [Typeform](https://www.typeform.com): Beautiful high-completion surveys — top-tier UX for research and pre-sales intake.
- [VWO](https://vwo.com): A/B testing and CRO platform — let data decide your landing-page changes.
- [PostHog](https://posthog.com): Open-source product analytics, A/B testing and replays — developer-friendly and self-hostable.
- [Vercel](https://vercel.com): The hosting standard for frontends — push-to-deploy, the natural home of Next.js.
- [Cloudflare](https://www.cloudflare.com): CDN, DNS, security and edge computing in one — speed and protection in a single step.
- [Netlify](https://www.netlify.com): The veteran static hosting with built-in forms, functions and branch previews.
- [Railway](https://railway.app): The smoothest backend deployment — rich templates and fast starts for personal projects.
- [Render](https://render.com): Cloud app hosting — web services, databases and cron jobs managed in one place.
- [GitHub](https://github.com): The de facto standard for code hosting and collaboration — the heart of open source.
- [Supabase](https://supabase.com): The open-source Firebase alternative — Postgres, auth, storage and realtime in one.
- [Resend](https://resend.com): Developer-friendly email API — transactional mail wired in minutes with solid deliverability.
- [Namecheap](https://www.namecheap.com): Cost-effective domain registrar with free WHOIS privacy — good for bulk registration.
- [Porkbun](https://porkbun.com): Well-regarded independent registrar — transparent pricing and a clean interface.
- [Squarespace Domains](https://domains.squarespace.com): The successor to Google Domains — stable renewals and simple management.
- [Zoho Mail](https://www.zoho.com/mail): Free business email on your own domain — branded inboxes without the headache.
- [Iconify](https://iconify.design): 100+ open icon sets behind one API — grab any icon for your site in a call.
- [Lucide](https://lucide.dev): Modern line icons, tree-shakeable in React and Vue.
- [Font Awesome](https://fontawesome.com): The veteran icon font — the free tier covers everyday needs.
- [Iconfont 阿里图标库](https://www.iconfont.cn): Alibaba's vector icon library — the fullest Chinese icon ecosystem with custom downloads.
- [Unsplash](https://unsplash.com): High-quality free stock, commercially usable — first pick for landing pages and social.
- [Pexels](https://www.pexels.com): Free stock photos and videos with great search — downloads without login.
- [Freepik](https://www.freepik.com): Huge library of vectors and illustrations — inspiration for ads and product imagery.
- [Canva](https://www.canva.com): Online design with templates, assets and AI — non-designers ship visuals anyway.
- [Google Fonts](https://fonts.google.com): The open-font hub — the easiest way to ship web fonts.
- [Fontshare](https://www.fontshare.com): ITF's free commercial fonts — a notch above the usual free options in design quality.
- [Figma](https://www.figma.com): The collaborative design standard — UI, prototyping and design systems in one.
- [Framer](https://www.framer.com): Design-meets-build: Figma-like canvas ships a real site — a landing-page superpower.
- [Coolors](https://coolors.co): Color-scheme generator — a fast start for brand and page palettes.
- [remove.bg](https://www.remove.bg): One-click background removal — product shots and headshots in seconds.
- [AMZ123](https://www.amz123.com): The biggest Chinese Amazon-seller community — news, tools and circles in one place.
- [雨果跨境](https://www.cifnews.com): Cross-border e-commerce news and events platform with daily industry updates.
- [白鲸出海](https://www.baijingapp.com): Chinese media focused on app and content going-global — the mobile-exit intelligence source.
- [亿恩网](https://www.ennews.com): Cross-border e-commerce media with timely policy and marketplace-rule analysis.
- [Indie Hackers](https://www.indiehackers.com): The indie-maker community — real revenue numbers and growth teardowns.
- [TLDR](https://tldr.tech): One daily tech digest — keep up in five minutes; the classic dev newsletter.
- [The Rundown AI](https://www.therundown.ai): One of the largest AI daily newsletters — five minutes to stay current.
- [EqualOcean 亿欧](https://equalocean.com): English-language China going-global research — the window for overseas readers into Chinese tech.
- [Coursera](https://www.coursera.org): University-grade courses — digital marketing, business analytics and AI programs.
- [Udemy](https://www.udemy.com): Practical-course marketplace — the fullest catalog for Amazon, Shopify and AI tools.
- [DeepLearning.AI](https://www.deeplearning.ai): Andrew Ng's AI course platform — short, hands-on lessons; the top AI on-ramp.
- [Statista](https://www.statista.com): The authoritative market-data library — industry size, consumer trends and channel splits.
- [DataReportal](https://datareportal.com): Free Digital annual reports — every country's social, internet and e-commerce penetration.
- [AppGrowing](https://appgrowing.cn): Ad-intelligence platform — monitor creative and strategy across global campaigns.
- [Grok](https://grok.com): xAI's model with real-time X integration and a direct, opinionated style.
- [Meta AI](https://www.meta.ai): Meta's free multimodal assistant, tightly woven into Instagram and WhatsApp.
- [Mistral](https://mistral.ai): Europe's open-model leader — efficient and built for self-hosted enterprise use.
- [Qwen Chat](https://chat.qwen.ai): Alibaba's Qwen chat with a full open-source ecosystem and balanced multilingual skills.
- [智谱清言](https://chatglm.cn): Zhipu's chat product — solid Chinese understanding with mature enterprise APIs.
- [文心一言](https://wenxin.baidu.com/?enter_type=yiyan_site): Baidu's ERNIE chat, tied into Baidu Search with broad Chinese-scenario coverage.
- [腾讯混元](https://hunyuan.tencent.com): Tencent's Hunyuan portal, connected to the WeChat ecosystem with growing multimodal skills.
- [MiniMax 海螺](https://hailuoai.com): MiniMax's chat product with natural voice and strong long-context multimodal performance.
- [Grammarly](https://www.grammarly.com): The de facto standard for English proofreading — grammar, tone and clarity in one pass.
- [DeepL](https://www.deepl.com): Top-tier machine translation — the first pick for trade emails, listings and contracts.
- [QuillBot](https://quillbot.com): Paraphrasing and polishing: synonym swaps, tone shifts and summaries for faster English writing.
- [Ideogram](https://ideogram.ai): The best AI image model for text rendering — posters, logos and captioned assets in one prompt.
- [Recraft](https://www.recraft.ai): Style-controllable AI design with vector output and strong brand consistency.
- [Krea](https://www.krea.ai): Realtime AI generation and upscaling — live canvas drawing and image enhancement.
- [Synthesia](https://www.synthesia.io): Enterprise AI avatar video — multilingual training and marketing at scale.
- [OpusClip](https://opus.pro): Turns long videos into social clips — AI picks highlights and adds captions.
- [Descript](https://www.descript.com): Edit video and podcasts like a doc — text-based editing with voice synthesis.
- [OpenAI Codex](https://openai.com/codex/): OpenAI's coding agent with cloud sandboxes that run and verify your code.
- [Windsurf](https://windsurf.com): AI-native IDE with deep agent integration — Cascade workflows are well loved.
- [Trae](https://www.trae.ai): ByteDance's AI IDE — Chinese-friendly, generous free tier, fast to adopt.
- [pi](https://pi.dev): A terminal AI coding assistant with swappable model backends, Agent Skills extensions and file/browser control — a fresh alternative to Claude Code.
- [Replit](https://replit.com): Cloud IDE in the browser with AI assistance from zero to deploy.
- [Langflow](https://www.langflow.org): Visual LLM workflow builder — drag-and-drop agents and RAG pipelines for engineers.
- [Lindy](https://www.lindy.ai): AI assistant platform — build automations in plain language, no code required.
- [Gumloop](https://www.gumloop.com): Modular AI automation with prebuilt nodes — operations teams assemble business flows.
- [Photoroom](https://www.photoroom.com): AI product photography — background removal and scene swaps for listing-ready images.
- [Copy.ai](https://www.copy.ai): AI copywriting platform — product descriptions, ads and emails in bulk, multilingual.
- [Jasper](https://www.jasper.ai): Brand-focused AI copywriting with team collaboration and brand-voice controls.
- [Tidio](https://www.tidio.com): AI chatbot plus live chat in one — a common conversion booster for Shopify stores.
- [Octane AI](https://octaneai.com): Shopify AI quizzes and Q&A that capture preferences and drive product recommendations.
- [AdCreative.ai](https://www.adcreative.ai): AI ad creative generation — bulk multi-size assets with predictive scores for media buyers.
- [Surfer SEO](https://surferseo.com): AI-driven SEO content optimization with SERP-based briefs and measurable ranking gains.
- [Predis.ai](https://predis.ai): AI social content — one prompt to posts, visuals and scheduling across platforms.
- [Madgicx](https://madgicx.com): AI optimization for Meta ads — audience prediction, auto-bidding and creative analytics.
- [HubSpot](https://www.hubspot.com): The CRM and marketing-automation leader, with AI across content, email and forecasting.
- [Frase](https://www.frase.io): AI content & SEO platform — SERP research to first draft in one workflow.
- [Groq](https://groq.com): Ultra-fast inference on LPU hardware — near-zero latency for realtime apps.
- [Replicate](https://replicate.com): Open models as one-line APIs — image, video and voice, billed by the second.
- [Together AI](https://www.together.ai): Open-model inference and fine-tuning with strong price-performance and throughput.
- [Modal](https://modal.com): Cloud serverless compute with second-scale GPU scaling — ideal for AI backends.
- [One API](https://github.com/songquanpeng/one-api): Open-source API gateway panel — one key for many models with quotas and billing; self-hostable.
- [New API](https://github.com/Calcium-Ion/new-api): Community fork of One API with broader model support and channel management.
- [Anthropic Agent Skills](https://github.com/anthropics/skills): Anthropic's official skills repo — the de facto reference set for the SKILL.md format.
- [Superpowers](https://github.com/obra/superpowers): The most influential agent-skills collection: TDD, plan-first and debugging methodology, installable.
- [Awesome Claude Code](https://github.com/hesreallyhim/awesome-claude-code): The one-stop Claude Code list: workflows, hooks, slash commands and CLAUDE.md templates.
- [MCP Servers](https://github.com/modelcontextprotocol/servers): Official MCP server collection — filesystem, search, database and Slack reference implementations.
- [skill-creator](https://github.com/anthropics/skills/tree/main/skills/skill-creator): The official skill-for-creating-skills: capture any workflow as a standard SKILL.md.
- [wshobson/agents](https://github.com/wshobson/agents): The largest subagent collection — security audit, perf analysis and architecture review roles.
- [Learn Prompting](https://learnprompting.org): Free prompting academy — systematic courses from basics to advanced techniques.
- [OpenAI Academy](https://academy.openai.com): OpenAI's official learning hub — free courses on prompting and AI app development.
- [Google AI for Developers](https://ai.google.dev): Google's developer AI hub — Gemini API docs, tutorials and free-tier access.
- [Sellenca](https://www.laojinchuhai.com/products/sellenca): Laojin's own WhatsApp AI sales copilot — trilingual chat plus CRM, built in-house and battle-tested.
- [365Loopa](https://www.laojinchuhai.com/products/365loopa): Laojin's AI content engine — news generation, topic planning and growth ops in one.
- [365AIOrg](https://www.laojinchuhai.com/products/365aiorg): Laojin's cross-platform agent orchestration — run agents like a team, no vendor lock-in.
- [AllModelsAPI](https://www.laojinchuhai.com/products/allmodelsapi): Laojin's multi-model API gateway — one key to the major models with cost control.
- [365 Ops](https://www.laojinchuhai.com/products/shopify-ai-ops): Laojin's AI ops system — VPS assets, IP health checks and subscription management (internal).
- [365Skill](https://www.laojinchuhai.com/products/365skill): Laojin's open-source Agent Skills repo — SKILL.md standard with evals and safe publishing.
- [形式发票生成器](https://www.laojinchuhai.com/invoice): Laojin's own proforma-invoice tool — fill, export PDF/Excel, AI auto-fill from docs.
- [外贸术语词典](https://www.laojinchuhai.com/glossary): Laojin's trade glossary + calculators — FOB/CIF, volumetric weight and chargeable tons.
- [OpenClaw](https://openclaw.ai): Your own personal AI assistant — runs on any OS and platform, from desktop pets to robots. One of the hottest open-source agents.
- [Hermes Agent](https://hermes-agent.nousresearch.com): Nous Research's personal agent that grows with you — it adapts to your habits over time.
- [PraisonAI](https://praison.ai): Hire a 24/7 AI workforce — low-code multi-agent collaboration for non-engineers.
- [QwenPaw](https://qwenpaw.agentscope.io): Alibaba AgentScope's personal AI assistant — easy to install and deploy, local-first with strong Chinese support.
- [Cherry Studio](https://cherryai.com): AI productivity studio for desktop — multi-model chat, knowledge bases and agent orchestration in one.
- [Manus](https://manus.im): Autonomous general-purpose agent that completes tasks end-to-end — research, reports and spreadsheets.
- [Devin](https://devin.ai): Cognition's AI software engineer — plans, codes, debugs and ships tasks independently.
- [OpenHands](https://openhands.dev): Open-source AI software engineer — reads code, runs commands and drives the browser to ship features.
- [AutoGPT](https://agpt.co): The project that kicked off autonomous agents — set a goal and it plans and executes. Now a full platform.
- [Agent Zero](https://agent-zero.ai): A lightweight autonomous agent framework — plan, act and reflect loops right from the terminal.
- [Open Interpreter](https://openinterpreter.com): Let AI operate your computer with natural language — a code interpreter that touches files, scripts and the browser.
- [MetaGPT](https://atoms.dev): Multi-agent software company — PM, architect and engineer roles collaborate to ship projects from one prompt.
- [PR Agent](https://www.pr-agent.ai): Open-source PR review agent — auto-reviews pull requests, suggests fixes and writes tests.
- [CrewAI](https://crewai.com): The fastest multi-agent orchestration on-ramp — give each agent a job description and they work as a crew.
- [Smolagents](https://huggingface.co/docs/smolagents): Hugging Face's minimal agent framework — code-first, runs in dozens of lines, great for learning and production.
- [Letta](https://letta.com): The platform for stateful agents — persistent memory and state for AI, built for long-lived conversations (ex-MemGPT).
- [AgentGPT](https://agentgpt.reworkd.ai): Autonomous agents in your browser — name one, give it a goal, watch it plan and execute.
- [SuperAGI](https://superagi.com): Dev-first open-source autonomous agent framework — visual tool calls and an agent marketplace.
- [DeepSeek Harness](https://github.com/deepseek-ai/deepseek-harness): DeepSeek's open-source agent runtime (dsh): everything is a plugin, one npx command for the Web UI. Developer preview, MIT.
- [Pi Agent](https://github.com/earendil-works/pi): Mario Zechner's minimal terminal coding harness: 4 base tools, full TypeScript extensions, skills & SDK embedding. MIT.
- [OpenCode](https://github.com/anomalyco/opencode): Open multi-surface coding agent: terminal TUI + desktop + IDE, any LLM, one-click switch. MIT.
- [OpenClaw](https://github.com/openclaw/openclaw): A personal AI assistant on your devices: local Gateway for WhatsApp/Telegram/Slack and more. The lobster way 🦞.
- [Hermes Agent](https://github.com/NousResearch/hermes-agent): Nous Research's self-improving agent: built-in learning loop, persistent memory, any model. MIT.
- [Aider](https://github.com/Aider-AI/aider): Veteran AI pair-programming agent: git-centric, every change a reviewable diff commit. Apache-2.0.
- [Model Context Protocol (MCP)](https://modelcontextprotocol.io): The industry-standard protocol connecting AI to tools: a standard client-server interface for any AI client and any tool.
- [LangChain](https://github.com/langchain-ai/langchain): MIT framework for agents and LLM apps: compose models, tools and retrieval. Not a model brand, and not a synonym for LangGraph.
- [Agent Skills](https://agentskills.io): The SKILL.md open spec: triggerable playbooks for specialized tasks. Not the Claude Code product itself.
- [OpenAI Agents SDK](https://github.com/openai/openai-agents-python): OpenAI's official Python multi-agent SDK (openai-agents): Agent + Runner, tracing and handoffs. Not ChatGPT.