@Hooosberg top
ChatGPT Essential OpenAI's general AI assistant and the main entry for Projects, Canvas, voice, images, deep research, and agent workflows.
Claude Essential Anthropic's assistant for long context, writing, careful reasoning, code understanding, and complex multi-step tasks.
Gemini Essential Google's AI assistant connected to multimodal work, search, Workspace, NotebookLM, and the broader Google AI ecosystem.
openai-suite
ChatGPT Essential OpenAI's general AI assistant and the main entry for Projects, Canvas, voice, images, deep research, and agent workflows.
OpenAI Codex Builder OpenAI's coding agent for repository-level code tasks, debugging, refactoring, builds, and code review.
OpenAI API Platform Builder OpenAI's API, model, documentation, and app-building entry point for bringing ChatGPT, Codex, and agent capabilities into products.
Apps SDK Builder Framework for building ChatGPT Apps with external services, MCP tools, and custom UI inside ChatGPT.
Agent Builder Builder Visual agent workflow builder for designing, debugging, and exporting agent flows from the OpenAI platform.
anthropic-suite
Claude Essential Anthropic's assistant for long context, writing, careful reasoning, code understanding, and complex multi-step tasks.
Claude Code Builder Anthropic's terminal coding agent for project understanding, edits, tests, Git workflows, and long-running repository tasks.
Claude Cowork Anthropic's agentic workspace direction for knowledge work, files, apps, and multi-step deliverables.
Claude Design Anthropic Labs design experiment for quickly exploring interface ideas, brand direction, and visual prototypes.
Claude for Chrome Browser-side Claude entry for reading pages, operating in web context, and keeping assistance closer to the page.
google-suite
Gemini Essential Google's AI assistant connected to multimodal work, search, Workspace, NotebookLM, and the broader Google AI ecosystem.
NotebookLM Google's source-grounded research and note tool for reading files, asking questions over materials, summaries, and audio overviews.
Google AI Studio Builder Gemini API, prompt testing, model experiments, and developer prototyping for Gemini-powered products.
Google Stitch Hot Google Labs AI prototyping tool for generating high-fidelity mobile and web UI from natural language.
Google Antigravity Google's agent-first development platform for Gemini-driven planning, execution, and verification of software tasks.
Jules Google's asynchronous coding agent for handing code tasks to a cloud agent and reviewing the results later.
AI Mode / Search Agents Search Google Search's AI Mode entry for complex search, follow-up questions, and multimodal research.
Google Flow Creative Google Labs creative video workspace connected to Gemini and Veo for story, scene, and camera exploration.
product-research
Keyword trends and regional interest for checking whether demand exists beyond a single moment.
Find Reddit pain points, user language, and niche audiences for product ideas and copy research.
Website traffic and channel structure for quick competitor and market-interest checks.
Developer and startup community for product launches, technical feedback, and trend observation.
Community discussions for validating real problems, especially SaaS, productivity, and self-hosted products.
prototype-design
Mainstream UI design and collaboration tool for prototypes, component systems, and interaction specs.
Google Stitch AI product prototyping from natural language into mobile and web UI concepts.
App screenshots, device mockups, and 3D motion assets for websites, stores, and launch materials.
Lightweight whiteboard for product flows, system diagrams, architecture sketches, and rough prototypes.
AI-assisted UI prototype tool for turning sketches, screenshots, or text into early product interfaces.
dev-hosting
Frontend and full-stack hosting for Next.js, Astro, product sites, and modern web apps.
Postgres, Auth, Storage, and Edge Functions for indie product backends.
DNS, Pages, Workers, edge runtime, CDN, and low-cost global deployment.
Online development and deployment for prototypes, scripts, and small web applications.
Lightweight full-stack deployment for servers, databases, and background jobs.
api-gateway
Multi-model API gateway for switching model providers and managing model cost tradeoffs.
Discount AI API entry for comparing model costs and connecting small products quickly.
Open-source model gateway for self-hosted unified API, quota management, and channel routing.
Vercel's model gateway for web products that need unified model access, observation, and limits.
Open-source LLM gateway and proxy for shared logging, budgets, and provider routing.
launch-growth
Global product launch and discovery platform for SaaS, developer tools, and indie products.
Chinese developer community for sharing indie products, collecting technical feedback, and observing user needs.
Chinese software discovery community for utilities, productivity tools, and small polished products.
High-quality Chinese productivity and digital-life media for long-form tutorials and product stories.
Indie builder community for sharing growth, revenue, experiments, and product lessons.
App discovery platform for polished apps, small tools, and design-driven products.
payments-finance
One-stop platform for overseas AI accounts and instant top-ups without foreign credit cards.
Mainstream payment and subscription infrastructure for SaaS, subscriptions, and global card payments.
Digital product sales platform for courses, templates, ebooks, and small creator products.
Payment and tax-handling platform for software products, indie SaaS, and digital goods.
Cross-border collection and settlement platform for overseas platform income and multi-currency money movement.
UK company formation service for overseas entities, banking structure, and compliance foundations.
github-free-resources
Interface resources, design systems, DESIGN.md files, and visual rules that help AI coding stay visually consistent.
A collection of DESIGN.md files for popular brand design systems, useful for giving coding agents a concrete visual and component brief.
Developer-friendly design resources covering colors, fonts, images, templates, CSS frameworks, UI libraries, and practical visual assets.
A curated collection of mature design systems and pattern libraries for studying components, content guidance, accessibility, and brand consistency.
A game asset and resource index covering 2D, 3D, mobile games, Unity, Steam, and other game-development contexts for fast prototyping.
The SVG icon repository for Game-icons.net, useful for RPG, card, strategy, inventory, skill, status, and game UI icons.
CC0 game sprites from GDQuest for prototypes, useful when you want to focus on gameplay, collisions, movement, and level logic first.
A complete 2D fantasy MMORPG asset collection with sprites, tilesets, animations, interface elements, sounds, music, and tools.
A CC0 rounded game icon pack with SVG and multiple PNG sizes, useful for inventory, skills, items, buttons, and prototype UI.
A CC0 public-domain resource index that includes Kenney, Quaternius, itch.io CC0, OpenGameArt, and other game-asset sources.
GitHub-hosted course paths and learning repos worth returning to for AI and LLM fundamentals.
Andrej Karpathy's free neural-network course covering micrograd, makemore, GPT, tokenizers, and deep-learning foundations.
Free LLM course path covering fundamentals, training, fine-tuning, deployment, and LLM application engineering.
Practical deep-learning courses that start from applied projects and move toward model understanding.
Official free course for Transformers, datasets, tokenizers, and model deployment workflows.
OpenAI Cookbook OpenAI examples and patterns for APIs, RAG, agents, evaluation, and production integration.
MIT course for Shell, Git, debugging, editors, and practical engineering foundations.
Codex, Claude Code, MCP, code LLM, agent, and engineering-workflow resources.
My public GitHub starred list, used as a living candidate pool for AI coding, design, macOS, local models, and product-growth resources.
A large MCP server directory for finding data sources, tools, and automations that can connect to Codex, Claude Desktop, Cursor, Cline, and other agents.
Papers, datasets, and benchmarks for code LLMs and software-engineering tasks, useful for understanding where AI coding actually works.
A directory of AI agent projects and frameworks, useful for comparing coding agents, execution tools, and orchestration approaches.
Claude Code skills, hooks, slash commands, orchestrators, applications, and plugins for building a richer terminal-agent workflow.
Production-grade engineering skills from Addy Osmani for turning clarification, testing, refactoring, review, and delivery into agent-readable workflows.
Mac, SwiftUI, local-model, open-model, and offline AI product references.
A curated list of open-source Swift macOS apps; the Local LLM section is a practical reference for native desktop AI products.
Jan's entry point to local AI tools across chat, inference, vector search, RAG, offline AI, and local-first workflows.
A metric-aware list of local LLM and generative-AI projects for comparing inference, serving, apps, agents, and production components.
Eugene Yan's list of commercially usable open LLMs, useful for checking model licenses and product integration risk.
A curated list of LangChain tools and projects for learning RAG, agents, tool calling, and LLM application engineering.
Resources for finding first users, distribution, positioning, launch paths, and growth after the product is built.
Practical marketing resources for getting the first 10, 100, and 1000 users for a SaaS, app, or startup.
Resources about making money as an independent developer, including bootstrapping, SaaS, growth, marketing, and product stories.
Blogs, cases, communities, and tools from the Indie Hackers world for learning from real solo-builder and bootstrapped-product stories.
A hand-picked marketing collection for engineers, especially beta users, low-budget promotion, first users, and technical-product communication.
Open-source alternatives to established SaaS products, useful for competitor research, pricing references, positioning, and product differentiation.
Free commercially usable music, sound effects, UI audio, and retro game music for games, apps, websites, and demos; still check each repository license before shipping.
A public-domain / CC0 music collection for background music, experimental music, and procedural-music research. The repo is large, so browse by source folder.
CC0 retro game jingles, fanfares, and short melodies for Game Boy, pixel-art, arcade-style games, and achievement feedback.
Kenney's CC0 UI sound pack with buttons, switches, and generic clicks for game menus, mobile apps, web interactions, and prototypes.
CC0 low-fi retro sound effects ready for Defold, web games, pixel projects, and lightweight interaction feedback.
Tanner Helland's original game and film music in mp3, MIDI, ogg, and FLAC. It uses CC BY 4.0, so commercial projects should keep attribution.
chat-search
Source-aware answer engine for research, quick topic discovery, and reference checking.
AI search product focused on research, page generation, and task-oriented answer surfaces.
Chinese AI search tool with a cleaner research experience for Chinese sources and summaries.
Tencent's AI assistant for Chinese Q&A, documents, search, and WeChat ecosystem observation.
Earlier AI search and assistant product useful for comparing search-style answers.
coding-agent
OpenAI Codex Builder OpenAI's coding agent for repository-level code tasks, debugging, refactoring, builds, and code review.
Kimi's agentic coding entry for repository understanding, code edits, command execution, and engineering tasks. A first-tier regional Codex alternative candidate.
Tencent desktop AI workspace: autonomously breaks down tasks and edits local files with WeChat ecosystem.
TRAE Work Developer-heavy TRAE's professional AI work assistant, separate from TRAE IDE. It leans toward agent execution, multi-step tasks, and developer workflows.
Claude Code Builder Anthropic's terminal coding agent for project understanding, edits, tests, Git workflows, and long-running repository tasks.
Google Antigravity Google's agent-first development platform for Gemini-driven planning, execution, and verification of software tasks.
Jules Google's asynchronous coding agent for handing code tasks to a cloud agent and reviewing the results later.
Antigravity CLI CLI Google's terminal direction for Gemini-driven agent workflows after the consumer Gemini CLI transition.
Cursor AI-native code editor for daily software development, codebase questions, and local edits.
Windsurf AI coding environment focused on project navigation, generation, refactoring, and developer productivity.
TRAE China ByteDance's AI coding tool for IDE, web, and mobile development workflows.
GitHub Copilot GitHub's AI coding assistant for IDE completion, chat, tests, and code generation.
Cline Open-source VS Code agent for small tasks, command execution, and file edits.
Roo Code Agentic coding tool inside VS Code for multi-mode development workflows.
OpenCode Terminal AI coding tool for developers who prefer CLI-first workflows.
Kiro AI IDE and agent environment oriented around specs, tasks, and engineering workflow structure.
image-design
High-quality image and illustration generator for concepts, posters, and visual direction exploration.
Adobe's generative image tool for commercial design, asset editing, and creative production.
Lightweight design platform with AI tools for posters, social graphics, and presentation assets.
Figma's AI design capabilities for interface design, prototypes, and collaboration.
Node-based AI image workflow tool for local generation, control, and batch pipelines.
Open image-generation ecosystem for local models and controllable generation.
Chinese AI image model and workflow community for models, workflows, and creative references.
ByteDance/Jianying AI image and video creation tool with strong Chinese prompt support.
video
Google Veo Google's video generation model family for Gemini and Flow-connected creative workflows.
AI video generation and editing platform for short films, advertising, and creative video workflows.
Kuaishou's international video-generation product for image-to-video and short creative clips.
Video-generation tool with strong cinematic camera feel and image-to-video workflows.
Lightweight video-generation product for social video and creative experiments.
Avatar presenter and video translation tool for marketing videos and multilingual content.
MiniMax video-generation product often used as a Chinese-friendly creative video entry.
office-docs
Moonshot AI's desktop-agent direction for knowledge work, PPT/Excel/PDF, agent swarms, and long-running work tasks. One of the top Chinese Desktop Agent entries to watch.
Tencent desktop AI workspace: autonomously breaks down tasks and edits local files with WeChat ecosystem.
ByteDance's agent and office-automation platform for conversational agents, workflows, AI writing, slides, spreadsheets, and content production. It is not the same as a local desktop agent.
Alibaba Cloud's Qwen/Bailian enterprise agent and workflow platform, better suited to knowledge bases, customer service, process automation, and business-system integration.
Writing, summarization, knowledge base, and project-management assistant inside Notion.
AI-generated presentations, webpages, and documents for reports, courses, and quick storytelling.
Turns text into diagrams, flows, and visual explanations for tutorials and proposals.
AI capabilities inside a Chinese office suite for documents, spreadsheets, slides, and local office work.
Meeting transcription, notes, and collaborative documents for teams and content capture.
AI presentation and storytelling tool for product narratives, proposals, and draft talks.
English writing, correction, and tone adjustment for email, documents, and public content.
model-platform
OpenAI API Platform Builder OpenAI's API, model, documentation, and app-building entry point for bringing ChatGPT, Codex, and agent capabilities into products.
Anthropic Console Claude API and developer platform entry for building Claude-powered applications.
Google AI Studio Builder Gemini API, prompt testing, model experiments, and developer prototyping for Gemini-powered products.
Large global community for models, datasets, Spaces, and machine-learning workflows.
Hosted model platform for calling open models across image, audio, and experimental model workflows.
Common tool for running large language models locally on personal computers and private networks.
Alibaba-backed Chinese model community for models, datasets, demos, and Chinese AI workflows.
china
Moonshot AI's desktop-agent direction for knowledge work, PPT/Excel/PDF, agent swarms, and long-running work tasks. One of the top Chinese Desktop Agent entries to watch.
Tencent desktop AI workspace: autonomously breaks down tasks and edits local files with WeChat ecosystem.
Kimi's agentic coding entry for repository understanding, code edits, command execution, and engineering tasks. A first-tier regional Codex alternative candidate.
TRAE Work Developer-heavy TRAE's professional AI work assistant, separate from TRAE IDE. It leans toward agent execution, multi-step tasks, and developer workflows.
ByteDance's agent and office-automation platform for conversational agents, workflows, AI writing, slides, spreadsheets, and content production. It is not the same as a local desktop agent.
Highly watched Chinese model and assistant entry for reasoning, coding, Chinese Q&A, and cost-sensitive APIs.
ByteDance's mainstream AI assistant for chat, images, audio, video, mobile usage, and broad consumer workflows.
Moonshot AI's main assistant entry for long documents, search, slides, spreadsheets, and Chinese research; evaluate it separately from Kimi Work and Kimi Code.
Alibaba's Qwen assistant and model ecosystem for Chinese, office work, coding, and developer platform workflows.
Alibaba Cloud's Qwen/Bailian enterprise agent and workflow platform, better suited to knowledge bases, customer service, process automation, and business-system integration.
Tencent's no-code agent creation and distribution platform for WeChat, official accounts, Yingyongbao, and other Tencent ecosystem channels.
Tencent's Chinese assistant for search, documents, and ordinary Q&A around the WeChat ecosystem; use Yuanqi for agent creation.
Baidu's Wenxin assistant entry for Chinese Q&A and Baidu ecosystem capabilities.
Zhipu's AI assistant for Chinese Q&A, documents, and model capability evaluation.
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alternatives
ChatGPT 🇺🇸 United States · US/Global standard ChatGPT is the global default. For Chinese-language daily work, compare long-document handling, mobile usage, multimodal features, and ecosystem fit.
Claude 🇺🇸 United States · US/Global standard Claude is strong at long context and stable writing. Kimi covers long documents, DeepSeek covers reasoning, and Qwen covers Chinese plus model ecosystem needs.
Gemini 🇺🇸 United States · US/Global standard Gemini connects to Google Search and Workspace. Regional alternatives should be judged by Chinese search, document, and multimodal experience.
OpenAI Codex 🇺🇸 United States · US/Global standard Codex is repository-level. For domestic workflow choices, evaluate Kimi Code, WorkBuddy / CodeBuddy, and TRAE Work based on whether your focus is codebase tasks or general desktop automation.
Claude Cowork 🇺🇸 United States · US/Global standard If the standard is not chat but a Mac client, local files, browser control, code/terminal access, and long-running tasks, the first Chinese tier is Kimi Work and WorkBuddy, while TRAE Work is more developer-oriented.
Claude Code 🇺🇸 United States · US/Global standard Claude Code is about terminal workflows and project understanding. Regional paths often start with Kimi Code, TRAE Work, or an open-source agent plus a local/provider model.
NotebookLM 🇺🇸 United States · US/Global standard NotebookLM is strong at source-grounded learning. Chinese alternatives should prioritize long-document ability and Chinese source access.
The value is answers with sources. In Chinese contexts, source coverage and summary quality matter more than feature parity.
Midjourney remains a visual-quality benchmark. Regional alternatives should be judged by Chinese prompts, model community, templates, and video links.
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