GitHub - johnxie/awesome-code-docs: World-class deep-dive tutorials for open-source AI agents, vibe coding tools, LLM frameworks, and production systems.

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Deep-dive tutorials for the world's most popular open-source projects

Learn how complex systems actually work — not just what they do

Browse Tutorials · A-Z Directory · Query Hub · Intent Map · Market Signals · Learning Paths · Contributing · Community

Why This Exists

Most documentation tells you what to do. These tutorials explain how and why complex systems work under the hood — with architecture diagrams, real code walkthroughs, and production-grade patterns.

┌──────────────────────────────────────────────────────────────┐
│                                                              │
│    📖 Typical Docs          vs.     🔬 Awesome Code Docs    │
│    ─────────────                    ─────────────────────    │
│    "Run this command"               "Here's the pipeline     │
│    "Use this API"                    architecture that makes │
│    "Set this config"                 this work, the design   │
│                                      tradeoffs, and how to   │
│                                      extend it yourself"     │
│                                                              │
└──────────────────────────────────────────────────────────────┘

Every tutorial follows a consistent 8-chapter structure:

Chapter	Focus
1. Getting Started	Installation, first run, project structure
2. Architecture	System design, data flow, core abstractions
3-5. Core Systems	Deep dives into the 3 most important subsystems
6. Extensibility	Plugins, custom components, APIs
7. Advanced	Performance, customization, internals
8. Production	Deployment, monitoring, scaling, security

Each chapter includes Mermaid architecture diagrams, annotated code examples from the real codebase, and summary tables for quick reference.

🔎 Find Tutorials by Goal

Use this quick-start map if you searched for a specific outcome.

Search Intent	Start Here	Then Go To
open-source vibe coding tools	Cline	Roo Code → OpenCode → Sweep → Tabby → Stagewise → bolt.diy → VibeSDK → HAPI → Kiro
spec-driven AI delivery workflows	OpenSpec	Claude Task Master → Codex CLI → OpenCode → Kiro
build AI agents in production	LangChain	LangGraph → CrewAI → OpenHands → Claude Flow → Devika → BabyAGI
autonomous AI software engineers	OpenHands	Devika → SWE-agent → Aider
task-driven autonomous agents	BabyAGI	AutoGen → CrewAI → LangGraph
build RAG systems	LlamaIndex	Haystack → RAGFlow
run LLMs locally or at scale	Ollama	llama.cpp → vLLM → LiteLLM
build AI apps with TypeScript/Next.js	Vercel AI SDK	CopilotKit → LobeChat
taskade ai / genesis / mcp workflows	Taskade	Taskade Docs → Taskade MCP → Taskade Awesome Vibe Coding → MCP Servers
build MCP tools and 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

🧭 Navigation UX Layer

To reduce context-switching and dead ends:

every tutorial index now includes a Navigation & Backlinks block
each block links back to the main catalog, A-Z directory, query hub, and category hubs
chapter 1 entry links are pinned so readers can jump directly into each track

Quick jump links:

✅ Source Verification Status

All tutorial indexes were re-verified against referenced upstream GitHub repositories on 2026-03-20:

tutorials scanned: 191
tutorials with source repos: 191
tutorials with unverified source repos: 0
unique verified source repos: 201

Verification artifacts:

Tutorial Source Verification Report
Tutorial Source Verification JSON
verification script: scripts/verify_tutorial_sources.py

🧬 Taskade Ecosystem Snapshot (Verified 2026-03-21)

Live repository snapshot for high-intent Taskade/Genesis/AI/MCP searches.

Taskade Repo	Stars	Last Push	Tutorial Coverage
`taskade/mcp`	116+	2026-02-13	Taskade MCP Tutorial
`taskade/docs`	11+	2026-03-16	Taskade Docs Tutorial
`taskade/awesome-vibe-coding`	8+	2026-03-21	Taskade Awesome Vibe Coding Tutorial
`taskade/taskade`	9+	2026-02-25	Taskade Tutorial
`taskade/temporal-parser`	2+	2026-02-12	Taskade Tutorial (Ecosystem radar)

📈 Trending Vibe-Coding Repos (Auto-updated 2026-04-06)

Live GitHub market signals for high-impact open-source coding-agent and vibe-coding ecosystems with direct tutorial coverage.

Ecosystem Repo	Tutorial	Stars	Last Push	Why It Matters
`anomalyco/opencode`	OpenCode Tutorial	137,974	2026-04-06 (0d ago)	terminal-native coding agent with strong provider and tool controls
`open-webui/open-webui`	Open WebUI Tutorial	130,255	2026-04-03 (3d ago)	self-hosted AI interface and model operations
`browser-use/browser-use`	Browser Use Tutorial	86,189	2026-04-06 (0d ago)	browser-native AI automation and agent execution
`daytonaio/daytona`	Daytona Tutorial	71,406	2026-04-06 (0d ago)	sandbox infrastructure for secure AI code execution
`cline/cline`	Cline Tutorial	59,937	2026-04-06 (0d ago)	agentic coding with terminal, browser, and MCP workflows
`Mintplex-Labs/anything-llm`	AnythingLLM Tutorial	57,737	2026-04-05 (1d ago)	self-hosted RAG workspaces and agent workflows
`Fission-AI/OpenSpec`	OpenSpec Tutorial	37,531	2026-04-05 (1d ago)	spec-driven workflow layer for predictable AI-assisted delivery
`TabbyML/tabby`	Tabby Tutorial	33,304	2026-03-02 (35d ago)	self-hosted coding assistant platform for teams
`continuedev/continue`	Continue Tutorial	32,315	2026-04-06 (0d ago)	IDE-native AI coding assistant architecture
`vercel/ai`	Vercel AI SDK Tutorial	23,279	2026-04-05 (1d ago)	production TypeScript AI app and agent SDK patterns
`RooCodeInc/Roo-Code`	Roo Code Tutorial	22,996	2026-04-06 (0d ago)	multi-mode coding agents and approval workflows
`dyad-sh/dyad`	Dyad Tutorial	20,066	2026-04-03 (3d ago)	local-first AI app generation workflows
`stackblitz-labs/bolt.diy`	bolt.diy Tutorial	19,229	2026-02-07 (58d ago)	open-source Bolt-style product builder stack
`sweepai/sweep`	Sweep Tutorial	7,707	2025-09-18 (200d ago)	issue-to-PR coding agent workflows and GitHub automation
`stagewise-io/stagewise`	Stagewise Tutorial	6,516	2026-04-06 (0d ago)	browser-context frontend coding agent workflows
`cloudflare/vibesdk`	VibeSDK Tutorial	4,928	2026-03-31 (6d ago)	Cloudflare-native prompt-to-app platform architecture

Data source: GitHub REST API (stargazers_count, pushed_at) via scripts/refresh_market_signals.py.

📚 Tutorial Catalog

 ╔════════════════════════════════════════════════════════════╗
 ║  🤖  AI & AGENTS  │  🔧  DEV TOOLS  │  🗄️  DATA  │  🎤 SPEECH  ║
 ║   70+ tutorials    │   46 tutorials  │  14 tutorials │  3 tutorials  ║
 ╚════════════════════════════════════════════════════════════╝

Category Hubs

Hub	Focus
AI & ML Platforms	agents, RAG, coding assistants, vibe coding, and LLM operations
Databases & Storage	data systems, search engines, query planning, and knowledge platforms
Systems Programming	runtime internals, infrastructure patterns, and architecture mechanics
Web Frameworks	AI application frameworks, chat stacks, and modern full-stack architecture

🤖 AI Agents & Multi-Agent Systems

Build autonomous AI systems that reason, plan, and collaborate.

Tutorial	Stars	Stack	What You'll Learn
LangChain	100K+	Python	Chains, agents, RAG, prompt engineering
LangGraph	8K+	Python	Stateful multi-actor graphs, cycles, persistence
CrewAI	24K+	Python	Role-based agent teams, task delegation
AG2	40K+	Python	Community successor to AutoGen, multi-agent conversations
AutoGen	40K+	Python	Conversable agents, group chat, tool integration
OpenAI Swarm	18K+	Python	Lightweight agent handoffs, routines
Smolagents	14K+	Python	Hugging Face code agents, tool calling
Phidata	17K+	Python	Autonomous agents with memory and tools
Pydantic AI	5K+	Python	Type-safe agent development
AgentGPT	32K+	Python	Autonomous task planning and execution
SuperAGI	16K+	Python	Production autonomous agent framework
ElizaOS	17K+	TypeScript	Multi-agent AI with character system
OpenClaw	119K+	TypeScript	Personal AI assistant, multi-channel
Deer Flow	32.1K+	Python	Research agent workflows
Letta	14K+	Python	Stateful agents with long-term memory
Anthropic Skills	59K+	Python/TypeScript	Reusable AI agent capabilities, MCP integration
Claude Flow	14.0K+	TypeScript	Multi-agent orchestration, MCP server operations, and V2-V3 migration tradeoffs
Devika	19.5K+	Python	AI software engineer agents, planning pipeline, and production governance
BabyAGI	18K+	Python	Task-driven autonomous agent patterns, memory, and BabyAGI 2o/3 evolution
AgenticSeek	25.4K+	Python	Local-first autonomous agent with multi-agent planning, browsing, and coding workflows
Agno	38.3K+	Python	Multi-agent systems with memory, orchestration, and AgentOS runtime
AutoAgent	8.6K+	Python	Zero-code agent creation through natural-language workflows
ADK Python	18.1K+	Python	Production-grade agent engineering with Google's Agent Development Kit
Qwen-Agent	13.5K+	Python	Tool-enabled agent framework with MCP, RAG, and multi-modal workflows
Strands Agents	5.2K+	Python	Model-driven agents with native MCP, hooks, and deployment patterns
PocketFlow	10.1K+	Python	Minimal LLM framework with graph-based workflows, multi-agent patterns, and RAG
Mastra	21.6K+	TypeScript	AI agents and workflows with memory and MCP tooling
Mini-SWE-Agent	3.1K+	Python	Minimal autonomous code agent design with benchmark-oriented workflows
SWE-agent	18.6K+	Python	Autonomous repository repair and benchmark-driven software engineering loops
Open SWE	5.3K+	Python	Async cloud coding agent architecture and migration playbook
HumanLayer	9.6K+	Python	Context engineering and human-governed coding-agent workflows
Wshobson Agents	29.9K+	TypeScript	Pluginized multi-agent workflows with specialist Claude Code agents
MetaGPT	66K+	Python	Multi-agent framework with role-based collaboration (PM, Architect, Engineer) for software generation
A2A Protocol	23K+	Python/TypeScript	Google's Agent-to-Agent protocol for cross-platform agent interoperability and discovery
OpenAI Agents	20K+	Python	Official OpenAI multi-agent SDK with handoffs, guardrails, and streaming

🧠 LLM Frameworks & RAG

Retrieval-augmented generation, model serving, and LLM tooling.

Tutorial	Stars	Stack	What You'll Learn
LlamaIndex	38K+	Python	Data connectors, indexing, query engines
Haystack	18K+	Python	Pipeline-based search and RAG
DSPy	20K+	Python	Declarative LLM programming, optimizers
Instructor	10K+	Python	Structured output extraction with Pydantic
Outlines	10K+	Python	Constrained LLM generation
Chroma	16K+	Python	AI-native embedding database
LanceDB	5K+	Python/Rust	Serverless vector database
RAGFlow	30K+	Python	Document-aware RAG engine
Quivr	37K+	Python	Second brain with RAG
Mem0	24K+	Python	Intelligent memory layer for AI
HuggingFace	145K+	Python	Transformers, model hub, training and inference
Semantic Kernel	23K+	C#/Python	Microsoft's AI orchestration SDK
Fabric	26K+	Go/Python	AI prompt pattern framework
Langflow	145K+	Python/React	Visual AI agent and workflow platform with flow composition, APIs, and MCP deployment
Crawl4AI	62K+	Python	LLM-friendly web crawler for RAG pipelines with markdown generation and structured extraction

🖥️ LLM Infrastructure & Serving

Run, serve, and manage LLMs in production.

Tutorial	Stars	Stack	What You'll Learn
Ollama	110K+	Go	Local LLM serving, model management
llama.cpp	73K+	C++	High-performance local inference
vLLM	38K+	Python	PagedAttention, continuous batching
LiteLLM	15K+	Python	Unified API gateway for 100+ LLMs
LocalAI	27K+	Go	Self-hosted multi-modal AI
Open WebUI	60K+	Python/Svelte	Self-hosted ChatGPT alternative
LLaMA-Factory	40K+	Python	Unified LLM fine-tuning framework
BentoML	7K+	Python	ML model serving and deployment
Langfuse	8K+	TypeScript	LLM observability and tracing

💬 Chat & AI Applications

Full-stack AI chat platforms and copilots.

Tutorial	Stars	Stack	What You'll Learn
LobeChat	71K+	Next.js	Modern AI chat, plugins, theming
Dify	60K+	Python/React	Visual LLM app builder
Flowise	35K+	Node.js/React	Visual LLM workflow orchestration
CopilotKit	15K+	React/TypeScript	In-app AI copilots
Chatbox	24K+	JavaScript/React	Multi-provider chat client
Vercel AI SDK	21K+	TypeScript	AI-powered React/Next.js apps
Perplexica	19K+	TypeScript	AI-powered search engine
SillyTavern	9K+	Node.js	Advanced roleplay chat platform
Khoj	18K+	Python/Django	Self-hosted AI personal assistant
Botpress	13K+	Node.js	Enterprise chatbot platform
AnythingLLM	30K+	Node.js	All-in-one AI desktop app
GPT-OSS	6.4K+	TypeScript	Open-source GPT implementation
Claude Quickstarts	13.7K+	Python/TypeScript	Production Claude integration patterns
Cherry Studio	40.5K+	TypeScript	Multi-provider AI desktop workspace with assistants, documents, and MCP tools
AFFiNE	66K+	TypeScript	Open-source Notion + Miro alternative with docs, whiteboards, databases, and AI copilot
Plane	47K+	Python/TypeScript	AI-native project management with issues, cycles, modules, wiki, and AI features

🔧 Developer Tools & Productivity

AI coding assistants, build systems, and dev infrastructure.

Tutorial	Stars	Stack	What You'll Learn
Continue	22K+	TypeScript	Open-source AI coding assistant
Cline	58K+	TypeScript/VS Code	Agentic coding with terminal, browser, MCP tools
Roo Code	22K+	TypeScript/VS Code	Multi-mode coding agents with checkpoints and MCP
OpenCode	103.2K+	Go/TypeScript	Terminal-native coding agent architecture, provider routing, and tool safety controls
Sweep	7.6K+	Python/GitHub	Issue-to-PR coding agent workflow with config-driven governance and CI feedback loops
Tabby	32.9K+	Rust/TypeScript	Self-hosted code completion and answer platform with editor-agent integrations
Stagewise	6.5K+	TypeScript/CLI	Frontend coding agent proxy with browser context selection, bridge mode, and plugin runtime
OpenSpec	23.8K+	TypeScript/CLI	Spec-driven artifact workflow for planning, implementation, validation, and archive governance
bolt.diy	19K+	TypeScript/Remix	Open-source Bolt-style AI app builder
Cloudflare VibeSDK	4.7K+	TypeScript/Cloudflare	Build and operate a cloud-native vibe-coding platform
HAPI	1.4K+	TypeScript/CLI	Remote control and approval workflows for local coding agents
Kiro	3.2K+	TypeScript/AWS	Spec-driven AI IDE with steering files, hooks, and MCP-native agent workflows
Daytona	55.3K+	Go/TypeScript/Python	Secure sandbox infrastructure for AI-generated code and coding-agent execution
OpenHands	67K+	Python	AI software engineering agent
Aider	25K+	Python	AI pair programming in terminal
Claude Code	80.7K+	TypeScript	Anthropic's AI coding CLI
Anthropic API	1.7K+	Python/TypeScript	Claude API integration, tool use, streaming
Claude Task Master	26K+	TypeScript	AI-powered task management
CopilotKit	15K+	React	In-app AI assistants
Nanocoder	1.5K+	TypeScript	AI coding agent internals
Codex Analysis	108.2K+	TypeScript	Static analysis platform and LSP architecture
Turborepo	27K+	Rust	High-performance monorepo builds
n8n AI	52K+	Node.js	Visual AI workflow automation
Activepieces	20.8K+	TypeScript	Open-source automation platform, custom pieces, and admin governance
Taskade	10+	AI/Productivity	AI-native workspace workflows, Genesis app building, and production rollout patterns
Taskade Docs	10+	Docs/GitBook	Documentation architecture, API coverage, release timelines, and docs governance for Taskade
Taskade MCP	108+	TypeScript/MCP	Official Taskade MCP server operations, OpenAPI codegen, and multi-client integration
Taskade Awesome Vibe Coding	5+	Curated List	High-signal tool selection and governance across Genesis, coding agents, and MCP stacks
Browser Use	10K+	Python	AI-powered browser automation
ComfyUI	65K+	Python	Node-based AI art workflows
MCP Python SDK	21.4K+	Python	Building MCP servers and tool integrations
FastMCP	22.8K+	Python	MCP server/client framework, transports, and integration workflows
MCP Servers	77.6K+	Multi-lang	Reference MCP server implementations
MCP Quickstart Resources	984+	Multi-lang	Official cross-language weather server and client quickstart corpus with smoke tests and protocol helpers
Create Python Server	476+	Python/uv	Archived official scaffold tool for bootstrapping MCP Python servers with template-driven resources/prompts/tools
MCP Docs Repo	424+	Docs/MDX	Archived official MCP documentation repository with migration guidance to canonical docs in `modelcontextprotocol/modelcontextprotocol`
Create TypeScript Server	172+	TypeScript/CLI	Archived official TypeScript scaffold tool for generating MCP server projects with resources/tools/prompts templates
Awesome MCP Servers	80.7K+	Curated List	MCP server discovery, evaluation, and operations
Composio	26.5K+	Python/TypeScript	Agent toolkit integration, auth, providers, and MCP patterns
GenAI Toolbox	12.9K+	Go/Node/Python	MCP-first database tools, `tools.yaml` control plane, and connector operations
awslabs/mcp	8.1K+	Python	Official AWS MCP server ecosystem, role composition, and governance controls
MCP Inspector	8.6K+	TypeScript/Node	MCP server debugging across UI and CLI with auth/session and transport controls
MCP Registry	6.4K+	Go	Registry publication, discovery API consumption, and governance operations
MCP Specification	7.1K+	Spec/MDX	Protocol lifecycle, transports, authorization, security model, and governance workflows from the canonical MCP spec
MCP TypeScript SDK	11.6K+	TypeScript	Client/server split packages, transport strategy, and v1-to-v2 migration planning
MCP Go SDK	3.8K+	Go	Official Go client/server SDK patterns, auth middleware, transport operations, and conformance workflows
MCP Rust SDK	3.0K+	Rust	Official rmcp SDK architecture, macro-driven tooling, OAuth support, and async task-oriented runtime patterns
MCP Java SDK	3.2K+	Java	Official Java SDK module architecture, reactive transport layers, Spring integrations, and conformance loops
MCP C# SDK	3.9K+	C#/.NET	Official .NET SDK package layering, ASP.NET Core transport patterns, filters, and task workflows
MCP Swift SDK	1.2K+	Swift	Official Swift MCP client/server setup, sampling controls, batching, and lifecycle-focused runtime operation patterns
MCP Kotlin SDK	1.3K+	Kotlin/KMP	Official Kotlin multiplatform MCP SDK with typed core/client/server modules, capability checks, and transport integrations
MCP Ruby SDK	700+	Ruby	Official Ruby MCP server/client SDK with streamable HTTP sessions, schema-aware primitives, notifications, and release workflows
MCP PHP SDK	1.3K+	PHP	Official PHP MCP SDK with attribute discovery, server builder composition, schema controls, and stdio/HTTP transport patterns
MCP Ext Apps	1.4K+	TypeScript/Spec	Official MCP Apps extension SDK/spec for interactive UI resources, host bridges, security constraints, and migration workflows
MCPB	1.7K+	TypeScript/CLI	Official MCP bundle packaging format and CLI workflows for manifest authoring, packing, signing, and verification
use-mcp	1.0K+	TypeScript/React	Archived official React hook for MCP auth, connection lifecycle, and tool/resource/prompt client integration patterns
MCP Use	9.1K+	Python/TypeScript	Full-stack MCP agents, clients, servers, and inspector workflows across both runtimes
MCP Chrome	10.4K+	TypeScript/Chrome Extension	Real-browser MCP automation with native messaging, network tooling, and semantic tab search
Firecrawl MCP Server	5.5K+	TypeScript/Node	Official MCP web scraping/search server with retries, versioned endpoints, and multi-client integration paths
OpenAI Python SDK	29.8K+	Python	GPT API, embeddings, assistants, batch processing
tiktoken	17.1K+	Python/Rust	Token counting, encoding, cost optimization

Terminal Coding Agents

Tutorial	Stars	Stack	What You'll Learn
GitHub Copilot CLI	8.9K+	TypeScript	Copilot agent workflows in the terminal with GitHub context and approval controls
Gemini CLI	96.2K+	TypeScript	Terminal-first agent workflows with tooling, MCP extensibility, and headless automation
Crush	20.7K+	Go/TypeScript	Multi-model terminal coding agent with LSP/MCP integrations and strong controls
Kimi CLI	6.9K+	TypeScript	Multi-mode terminal agent with MCP and ACP connectivity
Mistral Vibe	3.3K+	TypeScript	Minimal CLI coding agent with profiles, skills, subagents, and ACP support
Goose	32.1K+	Python	Extensible open-source coding agent with controlled tool execution and provider flexibility
gptme	4.2K+	Python	Local-first terminal agent with extensible tools and automation-friendly modes
Kilo Code	16.1K+	TypeScript	Agentic engineering across IDE and CLI surfaces with multi-mode control loops
Plandex	15K+	TypeScript	Large-task coding workflows with strong context management and cumulative diff review
Codex CLI	62.7K+	Rust/TypeScript	Local terminal agent workflows with sandbox, auth, MCP, and policy controls

Multi-Agent Orchestration

Tutorial	Stars	Stack	What You'll Learn
Claude Squad	6.2K+	Bash/Tmux	Multi-agent terminal session orchestration across isolated workspaces
Superset Terminal	3.3K+	TypeScript	Command center for parallel coding agents with centralized monitoring
Vibe Kanban	22.2K+	TypeScript	Multi-agent orchestration board for Claude Code, Codex, Gemini CLI, and more
CodeMachine CLI	2.3K+	Python	Long-running coding-agent workflows with multi-agent coordination and context control

IDE & Visual Interfaces

Tutorial	Stars	Stack	What You'll Learn
Onlook	24.8K+	TypeScript/React	Visual-first AI coding for Next.js and Tailwind with repo-backed edits
Opcode	20.7K+	TypeScript/Electron	GUI command center for Claude Code sessions, agents, and MCP servers
Shotgun	625+	TypeScript	Spec-driven development workflows for large coding changes
tldraw	46K+	TypeScript	Infinite canvas SDK with AI "make-real" feature for generating apps from whiteboard sketches
Appsmith	39K+	TypeScript/Java	Low-code internal tool builder with drag-and-drop UI, 25+ data connectors, and Git sync
Windmill	16K+	TypeScript/Rust	Scripts to webhooks, workflows, and UIs — open-source Retool + Temporal alternative
E2B	11K+	Python/TypeScript	Secure cloud sandboxes for AI agent code execution with sub-200ms cold start

Memory, Skills & Context

Tutorial	Stars	Stack	What You'll Learn
Cipher	3.5K+	TypeScript	Shared memory layer for coding agents across IDEs, tools, and teams
Claude-Mem	32.3K+	Python	Persistent memory compression and retrieval for Claude Code
Beads	17.9K+	Python	Git-backed task graph memory for structured coding-agent planning
Planning with Files	15K+	Markdown/CLI	Persistent file-based planning workflows for coding agents
Context7	47.4K+	TypeScript	Live version-aware documentation context for coding agents
OpenSrc	1K+	TypeScript	Deep source-code context retrieval for implementation-level agent reasoning
Serena	20.9K+	Python	Semantic code retrieval toolkit for coding agents on large codebases
AGENTS.md	18.4K+	Markdown	Portable repository guidance standard for coding agents
Claude Code Router	28.8K+	TypeScript	Multi-provider routing and control plane for Claude Code
Claude Plugins Official	8.8K+	TypeScript	Managed plugin directory and contribution standards for Claude Code
Compound Engineering Plugin	9.7K+	TypeScript	Compound engineering workflows across Claude Code and other toolchains
Everything Claude Code	57K+	Markdown	Production configuration patterns for Claude Code agents, hooks, and skills
Awesome Claude Code	25.8K+	Curated List	High-signal Claude Code resources, commands, hooks, and workflows
Awesome Claude Skills	39.6K+	Curated List	Discovery and evaluation of reusable Claude skills for coding workflows
OpenSkills	8.7K+	TypeScript	Universal skill loading across Claude Code, Cursor, Codex, and Aider
Refly	6.9K+	TypeScript	Deterministic agent skills delivered through API, webhook, and CLI surfaces

MCP Servers & Integrations

Tutorial	Stars	Stack	What You'll Learn
Figma Context MCP	13.3K+	TypeScript	Design-to-code context for higher-fidelity coding-agent implementation
Chrome DevTools MCP	27.2K+	TypeScript	Browser automation, tracing, and deep debugging for coding agents
Playwright MCP	28K+	TypeScript	Structured browser automation through MCP with deterministic actions
GitHub MCP Server	27.4K+	Go	GitHub operations through MCP for repos, issues, PRs, Actions, and security workflows

Legacy & Migration

Tutorial	Stars	Stack	What You'll Learn
OpenCode AI Legacy	11.2K+	TypeScript	Archived terminal agent workflows and migration guidance to newer tooling

🗄️ Databases, Knowledge & Analytics

Data platforms, knowledge management, and observability.

Tutorial	Stars	Stack	What You'll Learn
Supabase	75K+	PostgreSQL/TypeScript	Realtime DB, auth, edge functions
PostHog	23K+	Python/TypeScript	Product analytics, feature flags
NocoDB	50K+	Node.js/Vue	Open-source Airtable alternative
Teable	15K+	TypeScript/PostgreSQL	Multi-dimensional data platform
SiYuan	25K+	Go/TypeScript	Privacy-first knowledge management
Logseq	34K+	ClojureScript	Local-first knowledge graph
OpenBB	35K+	Python	Open-source financial terminal
Athens Research	6.3K+	ClojureScript	Graph-based knowledge system
Obsidian Outliner	1.3K+	TypeScript	Obsidian plugin architecture
ClickHouse	39K+	C++	Column-oriented analytics DB
PostgreSQL Planner	20.4K+	C	Query planning internals
MeiliSearch	48K+	Rust	Lightning-fast search engine
PhotoPrism	36K+	Go	AI-powered photo management
Liveblocks	4K+	TypeScript	Real-time collaboration infra
Fireproof	950+	JavaScript	Local-first document database with encrypted sync and React hooks

⚙️ Systems & Infrastructure

Low-level systems, cloud native, and infrastructure patterns.

Tutorial	Stars	Stack	What You'll Learn
Kubernetes Operators	7.6K+	Go	Production-grade K8s operator patterns
React Fiber	244.1K+	JavaScript	React reconciler internals
Dyad	19K+	TypeScript	Local AI app development
LangChain Architecture	130.4K+	Python	LangChain deep architecture guide
n8n MCP	180.2K+	TypeScript	Model Context Protocol with n8n
Firecrawl	22K+	Python	LLM-ready web data extraction

🎤 Speech & Multimodal AI

Voice recognition, audio processing, and multimodal AI applications.

Tutorial	Stars	Stack	What You'll Learn
OpenAI Whisper	93.9K+	Python	Speech-to-text, translation, multilingual ASR
Whisper.cpp	37K+	C++	Speech recognition on edge devices
OpenAI Realtime Agents	6.7K+	TypeScript	Voice-first AI agents with WebRTC

🗺️ Learning Paths

 ┌─────────────────────────────────────────────────────────────┐
 │                    CHOOSE YOUR PATH                         │
 │                                                             │
 │  🟢 Beginner    Start here if you're new to AI/ML          │
 │  🟡 Builder     Ready to build production applications      │
 │  🔴 Architect   Designing systems at scale                  │
 └─────────────────────────────────────────────────────────────┘

🟢 Path 1: AI Fundamentals

"I want to understand how AI applications work"

Ollama ──→ LangChain ──→ Chroma ──→ Open WebUI
 (run       (build        (store      (deploy a
  LLMs       chains)       vectors)    full app)
  locally)

🟡 Path 2: Agent Builder

"I want to build autonomous AI agents"

LangChain ──→ LangGraph ──→ CrewAI ──→ AutoGen/AG2 ──→ Langfuse
 (basics)      (stateful     (teams)    (multi-agent    (monitor
                graphs)                  orchestration)  in prod)

🟡 Path 3: RAG Engineer

"I want to build retrieval-augmented generation systems"

LlamaIndex ──→ Haystack ──→ DSPy ──→ RAGFlow ──→ vLLM
 (indexing &    (pipeline    (optimize  (document   (serve at
  retrieval)     search)      prompts)   processing)  scale)

🟡 Path 4: Full-Stack AI

"I want to build AI-powered web applications"

Vercel AI ──→ CopilotKit ──→ LobeChat ──→ Supabase ──→ n8n
 (AI SDK       (in-app        (full chat   (database    (workflow
  basics)       copilots)       platform)    + auth)      automation)

🔴 Path 5: LLM Infrastructure

"I want to run and scale LLMs in production"

llama.cpp ──→ vLLM ──→ LiteLLM ──→ BentoML ──→ K8s Operators
 (local         (GPU     (unified    (model      (orchestrate
  inference)     serving)  gateway)    packaging)   at scale)

🔴 Path 6: AI Coding Tools

"I want to understand how AI coding assistants work"

Continue ──→ Sweep ──→ OpenHands ──→ OpenCode ──→ Tabby ──→ Stagewise ──→ OpenSpec ──→ Kiro
 (code         (issue      (AI SWE      (terminal        (self-hosted     (frontend       (spec-driven   (spec-driven
  completion)   to PR)      agent)       coding agent)    assistant)       browser agent)  delivery)      AI IDE)

🔴 Path 7: Autonomous AI Engineers

"I want to build and understand autonomous software engineering agents"

OpenHands ──→ Devika ──→ SWE-agent ──→ Mini SWE-agent ──→ Aider ──→ BabyAGI
 (multi-agent   (planning    (SWE bench    (lightweight         (pair         (task-driven
  OS layer)      pipeline)    framework)    agent core)          programming)   autonomy)

Duration: 30-45 hours | Difficulty: Advanced

🟡 Path 8: MCP Mastery

"I want to build AI tool servers and extend Claude with custom capabilities"

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
 (build             (build servers      (reference        (multi-lang             (python scaffold        (archived docs        (typescript scaffold      (discovery and          (tool + auth   (sandbox        (db-focused           (aws server          (debug +            (publish +           (protocol             (client/server         (go sdk +            (rust rmcp +         (java sdk +          (csharp sdk +         (swift sdk +          (kmp core +            (ruby server +          (php server +          (interactive ui +      (bundle pack +         (react hook +         (full-stack          (chrome native +      (web scrape +
  servers)           fast)               implementations)  quickstart set)         bootstrap path)         migration map)        bootstrap path)          curation)               runtime)       infra)          mcp control plane)    ecosystem)           transport tests)     discovery ops)        contract deep dive)    sdk internals)         conformance)          task/oauth focus)      spring modules)        aspnet filters)        lifecycle controls)    transport model)        client workflow)        discovery model)        host bridge model)      sign verify)            archived guidance)      mcp workflows)        semantic tabs)        search/crawl)

Duration: 100-135 hours | Difficulty: Intermediate to Advanced

🟢 Path 9: Speech & Voice AI

"I want to build voice-first AI applications"

OpenAI Whisper ──→ Whisper.cpp ──→ OpenAI Realtime Agents ──→ Voice Apps
 (Python ASR,       (edge            (voice-first             (production
  fine-tuning)       deployment)       conversations)           voice apps)

Duration: 25-35 hours | Difficulty: Intermediate

🟡 Path 10: OpenAI Ecosystem

"I want to master OpenAI's tools and APIs"

OpenAI Python SDK ──→ tiktoken ──→ OpenAI Whisper ──→ Realtime Agents
 (core API,          (token         (speech              (voice
  embeddings,         optimization)  recognition)         agents)
  assistants)

Duration: 35-45 hours | Difficulty: Beginner to Intermediate

🔴 Path 11: Vibe Coding Platforms

"I want to build and operate vibe-coding stacks end to end"

Dyad ──→ bolt.diy ──→ Stagewise ──→ Cline ──→ Roo Code ──→ VibeSDK ──→ HAPI
 (local      (OSS app      (frontend      (IDE        (multi-mode    (cloud         (remote
  builder)    builder)      browser agent) agent)      dev team)      platform)      approvals)

Duration: 35-50 hours | Difficulty: Intermediate to Advanced

📊 Collection Stats

╔══════════════════════════════════════════════════════════╗
║                  COLLECTION OVERVIEW                     ║
╠══════════════════════════════════════════════════════════╣
║  📦 Total Tutorials        191                           ║
║  📝 Numbered Chapters      1,528+                        ║
║  📏 Tutorial Markdown      1,048,763 lines               ║
║  ⏱️  Estimated Hours        2,000+                        ║
║  ✅ Local Broken Links      0                             ║
║  🧭 Structure Drift         0 (all root canonical)        ║
╚══════════════════════════════════════════════════════════╝

Stats are synchronized against:

tutorials/tutorial-manifest.json
scripts/docs_health.py baseline checks

🛠️ How Tutorials Are Built

Each tutorial is generated using AI-powered codebase analysis, then reviewed and enhanced for accuracy. The process:

┌──────────┐    ┌──────────────┐    ┌──────────────┐    ┌──────────┐
│  Crawl   │───→│   Identify   │───→│   Generate   │───→│  Review  │
│  Repo    │    │  Abstractions│    │   Chapters   │    │ & Polish │
└──────────┘    └──────────────┘    └──────────────┘    └──────────┘
   Clone &         Find core          Write 8-ch          Verify code
   index files     classes &          tutorials w/         examples &
                   patterns           diagrams             architecture

Inspired by Tutorial-Codebase-Knowledge by The Pocket.

Built & Maintained With

Tool	Purpose
Taskade	Project planning, AI-powered content generation
Claude Code	Codebase analysis and tutorial writing
GitHub Pages	Tutorial hosting with Jekyll

🤝 Contributing

We welcome contributions! Here's how you can help:

┌─────────────────────────────────────────────────┐
│              WAYS TO CONTRIBUTE                  │
├─────────────────────────────────────────────────┤
│  ⭐  Star the repo to show support              │
│  📝  Suggest a new tutorial via Issues           │
│  🔧  Fix errors or improve existing tutorials    │
│  📖  Write a new tutorial for a project          │
│  💬  Share feedback in Discussions                │
└─────────────────────────────────────────────────┘

What Makes a Great Tutorial?

Goes deep — explains how and why, not just what
Real code — examples from the actual codebase, not toy demos
Visual — architecture diagrams, flow charts, sequence diagrams
Progressive — builds complexity gradually across chapters
Production-focused — covers deployment, monitoring, scaling

Open an Issue to suggest a new tutorial or report a problem.

🌍 Community


⭐ Star this repo	Get updates on new tutorials
💬 Issues	Ask questions, report gaps, share suggestions
🐦 Twitter @johnxie	Latest updates and highlights

┌──────────────────────────────────────────────────┐
│                                                  │
│   "The best way to learn a codebase is to        │
│    understand the architecture decisions          │
│    that shaped it."                               │
│                                                  │
└──────────────────────────────────────────────────┘

Browse Tutorials · Pick a Learning Path · Star on GitHub

Name		Name	Last commit message	Last commit date
Latest commit History 274 Commits
.github		.github
categories		categories
discoverability		discoverability
formats		formats
scripts		scripts
templates		templates
tutorials		tutorials
.gitignore		.gitignore
CONTENT_GAPS_ANALYSIS.md		CONTENT_GAPS_ANALYSIS.md
CONTRIBUTING.md		CONTRIBUTING.md
IMPORT_ROADMAP_TODO.md		IMPORT_ROADMAP_TODO.md
LICENSE		LICENSE
README.md		README.md
TUTORIAL_STRUCTURE.md		TUTORIAL_STRUCTURE.md
llms-full.txt		llms-full.txt
llms.txt		llms.txt

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Why This Exists

🔎 Find Tutorials by Goal

🧭 Navigation UX Layer

✅ Source Verification Status

🧬 Taskade Ecosystem Snapshot (Verified 2026-03-21)

📈 Trending Vibe-Coding Repos (Auto-updated 2026-04-06)

📚 Tutorial Catalog

Category Hubs

🤖 AI Agents & Multi-Agent Systems

🧠 LLM Frameworks & RAG

🖥️ LLM Infrastructure & Serving

💬 Chat & AI Applications

🔧 Developer Tools & Productivity

Terminal Coding Agents

Multi-Agent Orchestration

IDE & Visual Interfaces

Memory, Skills & Context

MCP Servers & Integrations

Legacy & Migration

🗄️ Databases, Knowledge & Analytics

⚙️ Systems & Infrastructure

🎤 Speech & Multimodal AI

🗺️ Learning Paths

🟢 Path 1: AI Fundamentals

🟡 Path 2: Agent Builder

🟡 Path 3: RAG Engineer

🟡 Path 4: Full-Stack AI

🔴 Path 5: LLM Infrastructure

🔴 Path 6: AI Coding Tools

🔴 Path 7: Autonomous AI Engineers

🟡 Path 8: MCP Mastery

🟢 Path 9: Speech & Voice AI

🟡 Path 10: OpenAI Ecosystem

🔴 Path 11: Vibe Coding Platforms

📊 Collection Stats

🛠️ How Tutorials Are Built

Built & Maintained With

🤝 Contributing

What Makes a Great Tutorial?

🌍 Community

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