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docs: final polish — remove ARC, 191 tutorials, connect the dots (#150)
* docs: final polish — remove ARC, update to 191 tutorials, connect the dots - remove all 35 taskade/actions-runner-controller references from 20 files (tutorial indexes, chapter files, discoverability JSON, README table row) - update README badges/counts to 191 tutorials (was 188) - add devika (19.5k★), babyagi (18k★), kiro (AWS) to README tutorial catalog - update collection stats box: 191 tutorials, 1,528+ chapters, 1,048,763 lines - add 5 new search intent rows (autonomous AI engineers, task-driven agents, vibe coding IDEs, spec-driven delivery with Kiro) - add Path 7 (Autonomous AI Engineers) to learning paths (OpenHands→Devika→SWE-agent→BabyAGI) - renumber paths 7–11 accordingly - update categories/ai-ml-platforms.md: count 188→191, add devika/babyagi/kiro to featured tracks and start-here table with cross-links - improve Related Tutorials cross-links in devika, babyagi, kiro, openhands indexes - fix babyagi link: "AutoGPT Tutorial" label was pointing to autogen-tutorial (wrong) - regenerate tutorials/tutorial-manifest.json (191 entries) - regenerate tutorials/README.md snapshot (191 dirs, 1,732 files, 1,048,763 lines) - regenerate TUTORIAL_STRUCTURE.md and CONTENT_GAPS_ANALYSIS.md - regenerate all discoverability assets (tutorial-index.json, llms.txt, llms-full.txt, tutorial-directory.md, search-intent-map.md, query-hub.md, query-coverage.json, tutorial-itemlist.schema.json) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * fix: refresh tutorials README snapshot after cross-link additions Line count shifted from 1,048,763 to 1,048,772 after adding cross-link entries to devika, babyagi, kiro, and openhands tutorial indexes. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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‎README.md‎

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[![Awesome](https://awesome.re/badge.svg)](https://awesome.re)
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[![GitHub stars](https://img.shields.io/github/stars/johnxie/awesome-code-docs?style=social)](https://github.com/johnxie/awesome-code-docs)
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[![Tutorials](https://img.shields.io/badge/tutorials-188-brightgreen.svg)](#-tutorial-catalog)
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[![Sources](https://img.shields.io/badge/source%20repos-188%2F188%20verified-brightgreen.svg)](discoverability/tutorial-source-verification.md)
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[![Tutorials](https://img.shields.io/badge/tutorials-191-brightgreen.svg)](#-tutorial-catalog)
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[![Sources](https://img.shields.io/badge/source%20repos-191%2F191%20verified-brightgreen.svg)](discoverability/tutorial-source-verification.md)
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[![Content Hours](https://img.shields.io/badge/content-2000%2B%20hours-orange.svg)](#-tutorial-catalog)
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[![Last Updated](https://img.shields.io/github/last-commit/johnxie/awesome-code-docs?label=updated)](https://github.com/johnxie/awesome-code-docs/commits/main)
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| Search Intent | Start Here | Then Go To |
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|:--------------|:-----------|:-----------|
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| open-source vibe coding tools | [Cline](tutorials/cline-tutorial/) | [Roo Code](tutorials/roo-code-tutorial/) → [OpenCode](tutorials/opencode-tutorial/) → [Sweep](tutorials/sweep-tutorial/) → [Tabby](tutorials/tabby-tutorial/) → [Stagewise](tutorials/stagewise-tutorial/) → [bolt.diy](tutorials/bolt-diy-tutorial/) → [VibeSDK](tutorials/vibesdk-tutorial/) → [HAPI](tutorials/hapi-tutorial/) |
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| spec-driven AI delivery workflows | [OpenSpec](tutorials/openspec-tutorial/) | [Claude Task Master](tutorials/claude-task-master-tutorial/) → [Codex CLI](tutorials/codex-cli-tutorial/) → [OpenCode](tutorials/opencode-tutorial/) |
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| build AI agents in production | [LangChain](tutorials/langchain-tutorial/) | [LangGraph](tutorials/langgraph-tutorial/) → [CrewAI](tutorials/crewai-tutorial/) → [OpenHands](tutorials/openhands-tutorial/) → [Claude Flow](tutorials/claude-flow-tutorial/) |
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| open-source vibe coding tools | [Cline](tutorials/cline-tutorial/) | [Roo Code](tutorials/roo-code-tutorial/) → [OpenCode](tutorials/opencode-tutorial/) → [Sweep](tutorials/sweep-tutorial/) → [Tabby](tutorials/tabby-tutorial/) → [Stagewise](tutorials/stagewise-tutorial/) → [bolt.diy](tutorials/bolt-diy-tutorial/) → [VibeSDK](tutorials/vibesdk-tutorial/) → [HAPI](tutorials/hapi-tutorial/) → [Kiro](tutorials/kiro-tutorial/) |
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| spec-driven AI delivery workflows | [OpenSpec](tutorials/openspec-tutorial/) | [Claude Task Master](tutorials/claude-task-master-tutorial/) → [Codex CLI](tutorials/codex-cli-tutorial/) → [OpenCode](tutorials/opencode-tutorial/) → [Kiro](tutorials/kiro-tutorial/) |
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| build AI agents in production | [LangChain](tutorials/langchain-tutorial/) | [LangGraph](tutorials/langgraph-tutorial/) → [CrewAI](tutorials/crewai-tutorial/) → [OpenHands](tutorials/openhands-tutorial/) → [Claude Flow](tutorials/claude-flow-tutorial/) → [Devika](tutorials/devika-tutorial/) → [BabyAGI](tutorials/babyagi-tutorial/) |
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| autonomous AI software engineers | [OpenHands](tutorials/openhands-tutorial/) | [Devika](tutorials/devika-tutorial/) → [SWE-agent](tutorials/swe-agent-tutorial/) → [Aider](tutorials/aider-tutorial/) |
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| task-driven autonomous agents | [BabyAGI](tutorials/babyagi-tutorial/) | [AutoGen](tutorials/autogen-tutorial/) → [CrewAI](tutorials/crewai-tutorial/) → [LangGraph](tutorials/langgraph-tutorial/) |
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| build RAG systems | [LlamaIndex](tutorials/llamaindex-tutorial/) | [Haystack](tutorials/haystack-tutorial/) → [RAGFlow](tutorials/ragflow-tutorial/) |
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| run LLMs locally or at scale | [Ollama](tutorials/ollama-tutorial/) | [llama.cpp](tutorials/llama-cpp-tutorial/) → [vLLM](tutorials/vllm-tutorial/) → [LiteLLM](tutorials/litellm-tutorial/) |
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| build AI apps with TypeScript/Next.js | [Vercel AI SDK](tutorials/vercel-ai-tutorial/) | [CopilotKit](tutorials/copilotkit-tutorial/) → [LobeChat](tutorials/lobechat-ai-platform/) |
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All tutorial indexes were re-verified against referenced upstream GitHub repositories on **2026-02-24**:
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- tutorials scanned: **188**
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- tutorials with source repos: **188**
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- tutorials scanned: **191**
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- tutorials with source repos: **191**
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- tutorials with unverified source repos: **0**
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- unique verified source repos: **197**
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- unique verified source repos: **200**
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|:-------------|------:|:----------|:------------------|
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| [`taskade/mcp`](https://github.com/taskade/mcp) | 108+ | 2026-02-13 | [Taskade MCP Tutorial](tutorials/taskade-mcp-tutorial/) |
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| [`taskade/docs`](https://github.com/taskade/docs) | 10+ | 2026-02-20 | [Taskade Docs Tutorial](tutorials/taskade-docs-tutorial/) |
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| [`taskade/actions-runner-controller`](https://github.com/taskade/actions-runner-controller) | 6+ | 2026-02-23 | [Taskade Tutorial](tutorials/taskade-tutorial/) (Chapter 7 repo radar) |
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| [`taskade/awesome-vibe-coding`](https://github.com/taskade/awesome-vibe-coding) | 5+ | 2026-02-11 | [Taskade Awesome Vibe Coding Tutorial](tutorials/taskade-awesome-vibe-coding-tutorial/) |
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| [`taskade/taskade`](https://github.com/taskade/taskade) | 4+ | 2026-02-19 | [Taskade Tutorial](tutorials/taskade-tutorial/) |
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| [`taskade/temporal-parser`](https://github.com/taskade/temporal-parser) | 1+ | 2026-02-12 | [Taskade Tutorial](tutorials/taskade-tutorial/) (Ecosystem radar) |
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```
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╔════════════════════════════════════════════════════════════╗
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║ 🤖 AI & AGENTS │ 🔧 DEV TOOLS │ 🗄️ DATA │ 🎤 SPEECH ║
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║ 67+ tutorials │ 45 tutorials │ 14 tutorials │ 3 tutorials ║
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║ 70+ tutorials │ 46 tutorials │ 14 tutorials │ 3 tutorials ║
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╚════════════════════════════════════════════════════════════╝
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```
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| **[Letta](tutorials/letta-tutorial/)** | 14K+ | Python | Stateful agents with long-term memory |
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| **[Anthropic Skills](tutorials/anthropic-skills-tutorial/)** | 59K+ | Python/TypeScript | Reusable AI agent capabilities, MCP integration |
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| **[Claude Flow](tutorials/claude-flow-tutorial/)** | 14.0K+ | TypeScript | Multi-agent orchestration, MCP server operations, and V2-V3 migration tradeoffs |
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| **[Devika](tutorials/devika-tutorial/)** | 19.5K+ | Python | AI software engineer agents, planning pipeline, and production governance |
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| **[BabyAGI](tutorials/babyagi-tutorial/)** | 18K+ | Python | Task-driven autonomous agent patterns, memory, and BabyAGI 2o/3 evolution |
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### 🧠 LLM Frameworks & RAG
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| **[bolt.diy](tutorials/bolt-diy-tutorial/)** | 19K+ | TypeScript/Remix | Open-source Bolt-style AI app builder |
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| **[Cloudflare VibeSDK](tutorials/vibesdk-tutorial/)** | 4.7K+ | TypeScript/Cloudflare | Build and operate a cloud-native vibe-coding platform |
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| **[HAPI](tutorials/hapi-tutorial/)** | 1.4K+ | TypeScript/CLI | Remote control and approval workflows for local coding agents |
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| **[Kiro](tutorials/kiro-tutorial/)** | - | TypeScript/AWS | Spec-driven AI IDE with steering files, hooks, and MCP-native agent workflows |
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| **[Daytona](tutorials/daytona-tutorial/)** | 55.3K+ | Go/TypeScript/Python | Secure sandbox infrastructure for AI-generated code and coding-agent execution |
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| **[OpenHands](tutorials/openhands-tutorial/)** | 67K+ | Python | AI software engineering agent |
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| **[Aider](tutorials/aider-tutorial/)** | 25K+ | Python | AI pair programming in terminal |
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> *"I want to understand how AI coding assistants work"*
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```
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Continue ──→ Sweep ──→ OpenHands ──→ OpenCode ──→ Tabby ──→ Stagewise ──→ OpenSpec
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(code (issue (AI SWE (terminal (self-hosted (frontend (spec-driven
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completion) to PR) agent) coding agent) assistant) browser agent) delivery)
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Continue ──→ Sweep ──→ OpenHands ──→ OpenCode ──→ Tabby ──→ Stagewise ──→ OpenSpec ──→ Kiro
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(code (issue (AI SWE (terminal (self-hosted (frontend (spec-driven (spec-driven
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### 🟡 Path 7: MCP Mastery
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### 🔴 Path 7: Autonomous AI Engineers
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> *"I want to build and understand autonomous software engineering agents"*
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(multi-agent (planning (SWE bench (lightweight (pair (task-driven
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OS layer) pipeline) framework) agent core) programming) autonomy)
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```
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**Duration:** 30-45 hours | **Difficulty:** Advanced
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### 🟡 Path 8: MCP Mastery
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### 🟢 Path 9: Speech & Voice AI
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### 🟡 Path 10: OpenAI Ecosystem
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║ COLLECTION OVERVIEW ║
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║ 📦 Total Tutorials 188 ║
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║ 📝 Numbered Chapters 1,507 ║
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║ 📏 Tutorial Markdown 479,000+ lines ║
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║ 📦 Total Tutorials 191 ║
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║ 📝 Numbered Chapters 1,528+ ║
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║ 📏 Tutorial Markdown 1,048,763 lines ║
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║ ⏱️ Estimated Hours 2,000+ ║
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║ 🧭 Structure Drift 0 (all root canonical) ║

‎categories/ai-ml-platforms.md‎

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## Snapshot (auto-updated)
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- repository-wide tutorials: **188**
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- repository-wide tutorials: **191**
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- AI/agent + developer-tooling coverage: **largest cluster in the catalog**
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- canonical structure status: **all tracks publish full chapter sets**
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## Start Here by Goal
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| Goal | Recommended Starting Tutorial | Next Tutorials |
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| Build autonomous AI agents | [LangChain](../tutorials/langchain-tutorial/) | [LangGraph](../tutorials/langgraph-tutorial/) → [CrewAI](../tutorials/crewai-tutorial/) → [Claude Flow](../tutorials/claude-flow-tutorial/) |
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| Understand AI coding agents | [Cline](../tutorials/cline-tutorial/) | [Roo Code](../tutorials/roo-code-tutorial/) → [OpenCode](../tutorials/opencode-tutorial/) → [Sweep](../tutorials/sweep-tutorial/) → [Tabby](../tutorials/tabby-tutorial/) → [Stagewise](../tutorials/stagewise-tutorial/) → [OpenHands](../tutorials/openhands-tutorial/) |
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| Build vibe-coding products | [Dyad](../tutorials/dyad-tutorial/) | [bolt.diy](../tutorials/bolt-diy-tutorial/) → [VibeSDK](../tutorials/vibesdk-tutorial/) → [HAPI](../tutorials/hapi-tutorial/) |
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| Build autonomous AI agents | [LangChain](../tutorials/langchain-tutorial/) | [LangGraph](../tutorials/langgraph-tutorial/) → [CrewAI](../tutorials/crewai-tutorial/) → [Claude Flow](../tutorials/claude-flow-tutorial/) → [Devika](../tutorials/devika-tutorial/) → [BabyAGI](../tutorials/babyagi-tutorial/) |
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| Understand AI coding agents | [Cline](../tutorials/cline-tutorial/) | [Roo Code](../tutorials/roo-code-tutorial/) → [OpenCode](../tutorials/opencode-tutorial/) → [Sweep](../tutorials/sweep-tutorial/) → [Tabby](../tutorials/tabby-tutorial/) → [Stagewise](../tutorials/stagewise-tutorial/) → [OpenHands](../tutorials/openhands-tutorial/) → [Kiro](../tutorials/kiro-tutorial/) |
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| Autonomous AI software engineers | [OpenHands](../tutorials/openhands-tutorial/) | [Devika](../tutorials/devika-tutorial/) → [SWE-agent](../tutorials/swe-agent-tutorial/) → [Mini SWE-agent](../tutorials/mini-swe-agent-tutorial/) → [Aider](../tutorials/aider-tutorial/) |
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| Task-driven autonomous agents | [BabyAGI](../tutorials/babyagi-tutorial/) | [AutoGen](../tutorials/autogen-tutorial/) → [CrewAI](../tutorials/crewai-tutorial/) → [LangGraph](../tutorials/langgraph-tutorial/) |
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| Build vibe-coding products | [Dyad](../tutorials/dyad-tutorial/) | [bolt.diy](../tutorials/bolt-diy-tutorial/) → [VibeSDK](../tutorials/vibesdk-tutorial/) → [HAPI](../tutorials/hapi-tutorial/) → [Kiro](../tutorials/kiro-tutorial/) |
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| Build Taskade AI / Genesis workflows | [Taskade](../tutorials/taskade-tutorial/) | [Taskade Docs](../tutorials/taskade-docs-tutorial/) → [Taskade MCP](../tutorials/taskade-mcp-tutorial/) → [Taskade Awesome Vibe Coding](../tutorials/taskade-awesome-vibe-coding-tutorial/) |
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| Run spec-driven AI delivery workflows | [OpenSpec](../tutorials/openspec-tutorial/) | [Claude Task Master](../tutorials/claude-task-master-tutorial/) → [Codex CLI](../tutorials/codex-cli-tutorial/) |
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| Build RAG systems | [LlamaIndex](../tutorials/llamaindex-tutorial/) | [Haystack](../tutorials/haystack-tutorial/) → [RAGFlow](../tutorials/ragflow-tutorial/) |
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- [Devika](../tutorials/devika-tutorial/)
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- [BabyAGI](../tutorials/babyagi-tutorial/)
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- [Kiro](../tutorials/kiro-tutorial/)
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‎discoverability/tutorial-source-verification.json‎

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‎tutorials/README.md‎

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| Tutorial directories | 191 |
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## Source Verification Snapshot
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‎tutorials/babyagi-tutorial/index.md‎

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## Related Tutorials
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- [AutoGPT Tutorial](../autogen-tutorial/)
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- [SuperAGI Tutorial](../superagi-tutorial/)
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- [LangChain Tutorial](../langchain-tutorial/)
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- [LangGraph Tutorial](../langgraph-tutorial/)
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- [CrewAI Tutorial](../crewai-tutorial/)
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- [AgentGPT Tutorial](../agentgpt-tutorial/) — browser-native autonomous task planning
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- [AutoGen Tutorial](../autogen-tutorial/) — conversational multi-agent orchestration
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- [SuperAGI Tutorial](../superagi-tutorial/) — production autonomous agent framework
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- [LangChain Tutorial](../langchain-tutorial/) — foundational agent chains and tool integration
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- [LangGraph Tutorial](../langgraph-tutorial/) — stateful multi-actor agent graphs
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- [CrewAI Tutorial](../crewai-tutorial/) — role-based collaborative agent teams
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- [Devika Tutorial](../devika-tutorial/) — autonomous AI software engineering agent
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