ai-ml-platforms.md

🤖 AI & ML Platforms

Deep technical tutorials for AI agents, LLM frameworks, vibe-coding tools, and production AI infrastructure.

Snapshot (auto-updated)

• repository-wide tutorials: 191
• AI/agent + developer-tooling coverage: largest cluster in the catalog
• canonical structure status: all tracks publish full chapter sets

Start Here by Goal

Goal	Recommended Starting Tutorial	Next Tutorials
Build autonomous AI agents	LangChain	LangGraph → CrewAI → Claude Flow → Devika → BabyAGI
Understand AI coding agents	Cline	Roo Code → OpenCode → Sweep → Tabby → Stagewise → OpenHands → Kiro
Autonomous AI software engineers	OpenHands	Devika → SWE-agent → Mini SWE-agent → Aider
Task-driven autonomous agents	BabyAGI	AutoGen → CrewAI → LangGraph
Build vibe-coding products	Dyad	bolt.diy → VibeSDK → HAPI → Kiro
Build Taskade AI / Genesis workflows	Taskade	Taskade Docs → Taskade MCP → Taskade Awesome Vibe Coding
Run spec-driven AI delivery workflows	OpenSpec	Claude Task Master → Codex CLI
Build RAG systems	LlamaIndex	Haystack → RAGFlow
Run LLMs in production	Ollama	vLLM → LiteLLM
Build MCP integrations	MCP Python SDK	FastMCP → MCP Servers → MCP Quickstart Resources → Create Python Server → MCP Docs Repo → Create TypeScript Server → Awesome MCP Servers → Composio → Daytona → GenAI Toolbox → awslabs/mcp → MCP Inspector → MCP Registry → MCP Specification → MCP TypeScript SDK → MCP Go SDK → MCP Rust SDK → MCP Java SDK → MCP C# SDK → MCP Swift SDK → MCP Kotlin SDK → MCP Ruby SDK → MCP PHP SDK → MCP Ext Apps → MCPB → use-mcp → MCP Use → MCP Chrome → Firecrawl MCP Server

Featured AI/ML Tutorial Tracks

• LangChain
• LangGraph
• Devika
• BabyAGI
• Kiro
• OpenHands
• OpenCode
• Taskade
• Taskade Docs
• Taskade MCP
• Taskade Awesome Vibe Coding
• Sweep
• Tabby
• Stagewise
• OpenSpec
• Vercel AI SDK
• Composio
• FastMCP
• Activepieces
• Daytona
• Claude Flow
• GenAI Toolbox
• awslabs/mcp
• MCP Inspector
• MCP Registry
• MCP Specification
• MCP TypeScript SDK
• MCP Go SDK
• MCP Rust SDK
• MCP Java SDK
• MCP C# SDK
• MCP Swift SDK
• MCP Kotlin SDK
• MCP Ruby SDK
• MCP PHP SDK
• MCP Ext Apps
• MCPB
• use-mcp
• MCP Quickstart Resources
• Create Python Server
• MCP Docs Repo
• Create TypeScript Server
• MCP Use
• MCP Chrome
• Firecrawl MCP Server
• OpenAI Python SDK
• OpenAI Realtime Agents

Related Hubs

• Developer Tools and Productivity in README
• Speech and Multimodal in README
• Learning Paths
• Adk Python
• Ag2
• Agentgpt
• Agenticseek
• Agents Md
• Agno
• Anthropic Code
• Anthropic Skills
• Anything Llm
• Autoagent
• Awesome Claude Code
• Awesome Claude Skills
• Beads
• Bentoml
• Botpress
• Browser Use
• Chrome Devtools Mcp
• Cipher
• Claude Code Router
• Claude Code
• Claude Mem
• Claude Plugins Official
• Claude Quickstarts
• Claude Squad
• Codemachine Cli
• Codex Analysis
• Comfyui
• Compound Engineering Plugin
• Context7
• Continue
• Copilot Cli
• Crush
• Deer Flow
• Dspy
• Elizaos
• Everything Claude Code
• Fabric
• Figma Context Mcp
• Fireproof
• Gemini Cli
• Github Mcp Server
• Goose
• Gpt Oss
• Gptme
• Huggingface
• Humanlayer
• Instructor
• Kilocode
• Kimi Cli
• Langflow
• Langfuse
• Letta
• Llama Cpp
• Llama Factory
• Localai
• Mastra
• Mistral Vibe
• N8N Ai
• Nanocoder
• Onlook
• Opcode
• Open Swe
• Openai Whisper
• Openbb
• Openclaw
• Opencode Ai Legacy
• Openskills
• Opensrc
• Outlines
• Phidata
• Plandex
• Planning With Files
• Playwright Mcp
• Pocketflow
• Pydantic Ai
• Qwen Agent
• Refly
• Semantic Kernel
• Serena
• Shotgun
• Smolagents
• Strands Agents
• Superagi
• Superset Terminal
• Swarm
• Tiktoken
• Vibe Kanban
• Whisper Cpp
• Wshobson Agents
• AFFiNE
• Plane
• MetaGPT
• A2A Protocol
• Appsmith
• tldraw
• Windmill
• Crawl4AI
• E2B
• OpenAI Agents

Suggest Additions

Want to add a high-quality AI/ML tutorial?

• open an issue: https://github.com/johnxie/awesome-code-docs/issues/new?template=new-entry.md
• follow contribution quality guidance: Contributing