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Awesome Code Docs

203 deep-dive tutorials for AI agents, LLM frameworks & coding tools

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

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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.

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🔎 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 | | audit AI-generated or vibe-coded codebases | Systems Programming audit resources | Dyad → OpenHands → Daytona | | spec-driven AI delivery workflows | OpenSpec | Claude Task Master → Codex CLI → OpenCode → Kiro | | build AI agents in production | LangChain | LangGraph → CrewAI → OpenHands → Claude Flow → Hermes Agent → AutoAgent → BabyAGI | | coding agent context, memory, and skills | Context7 | AGENTS.md → Claude-Mem → Cipher → Beads → Awesome Claude Skills → OpenSkills | | 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 | | autonomous ML training experiments | autoresearch | deer-flow → Agno | | 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 → Awesome MCP Servers → MCP Inspector → MCP TypeScript SDK → Composio → see all MCP tutorials → |

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🧭 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:

• Tutorials Workspace Guide
• A-Z Tutorial Directory
• Query Hub
• Search Intent Map
• Category Hubs

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✅ Source Verification Status

All tutorial indexes were re-verified against referenced upstream GitHub repositories on 2026-06-01:

• tutorials scanned: 203
• tutorials with source repos: 203
• tutorials with unverified source repos: 0
• unique verified source repos: 214

Verification artifacts:

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

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🧬 Taskade Ecosystem Snapshot (Verified 2026-06-01)

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) |

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📈 Trending Vibe-Coding Repos (Auto-updated 2026-09-21)

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 | 209,082 | 2026-09-21 (0d ago) | terminal-native coding agent with strong provider and tool controls | | open-webui/open-webui | Open WebUI Tutorial | 152,712 | 2026-09-21 (0d ago) | self-hosted AI interface and model operations | | browser-use/browser-use | Browser Use Tutorial | 115,729 | 2026-09-18 (3d ago) | browser-native AI automation and agent execution | | daytonaio/daytona | Daytona Tutorial | 71,741 | 2026-07-24 (59d ago) | sandbox infrastructure for secure AI code execution | | Fission-AI/OpenSpec | OpenSpec Tutorial | 69,753 | 2026-09-21 (0d ago) | spec-driven workflow layer for predictable AI-assisted delivery | | cline/cline | Cline Tutorial | 68,947 | 2026-09-21 (0d ago) | agentic coding with terminal, browser, and MCP workflows | | Mintplex-Labs/anything-llm | AnythingLLM Tutorial | 66,302 | 2026-09-19 (2d ago) | self-hosted RAG workspaces and agent workflows | | continuedev/continue | Continue Tutorial | 35,970 | 2026-09-21 (0d ago) | IDE-native AI coding assistant architecture | | TabbyML/tabby | Tabby Tutorial | 33,884 | 2026-06-30 (83d ago) | self-hosted coding assistant platform for teams | | vercel/ai | Vercel AI SDK Tutorial | 26,876 | 2026-09-21 (0d ago) | production TypeScript AI app and agent SDK patterns | | RooCodeInc/Roo-Code | Roo Code Tutorial | 24,298 | 2026-05-15 (129d ago) | multi-mode coding agents and approval workflows | | dyad-sh/dyad | Dyad Tutorial | 21,594 | 2026-09-18 (3d ago) | local-first AI app generati