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Decoding AI Magazine

Proven content on designing, building, and shipping AI products.

Welcome to the Decoding AI Magazine

Real-world guides taking you from PoC purgatory to shipping AI products that work.

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🎯 The Playbook

Decoding AI is your weekly hub for learning how to design, build, and ship production-grade AI systems. End-to-end.

🗞️ Why Subscribe?

Joining Decoding AI you will learn about the entire lifecycle of an AI system, from data collection and system design to deployment, monitoring, and evaluation.

  • Real-World: No bed-time stories, just hands-on content.
  • Time-efficient: Every Tuesday, you’ll get one free actionable tip in less than 8 minutes.
  • Future-proof: Learn the skills that will thrive in a future dominated by AI coding tools.

📚 The Knowledge Base

🤝 Let's collaborate!

We'd love to collaborate with guest authors, brands and start-ups.

📧 Contact Me

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  1. articles-code articles-code Public

    💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML

    Jupyter Notebook 140 21

  2. llm-twin-course llm-twin-course Public

    🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

    Python 4.4k 731

  3. personalized-recommender-course personalized-recommender-course Public

    👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

    Jupyter Notebook 648 131

  4. tabular-semantic-search-tutorial tabular-semantic-search-tutorial Public

    📚 Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language queries.

    Jupyter Notebook 89 23

  5. second-brain-ai-assistant-course second-brain-ai-assistant-course Public

    Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

    Jupyter Notebook 3.1k 520

  6. enterprise-mcp-course enterprise-mcp-course Public

    Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.

    Python 276 59

Repositories

Showing 10 of 10 repositories
  • building-a-coding-agent-from-scratch-course Public

    From agent user to agent builder: build a Claude Code-style coding agent from scratch in Python: 8 articles, 4 videos, one codebase

    decodingai-magazine/building-a-coding-agent-from-scratch-course's past year of commit activity
    Python 375 Apache-2.0 99 1 0 Updated Sep 9, 2026
  • llm-wiki-workshop Public

    Learn to design an LLM wiki from first principles. Used as agent memory. Workshop with 3 exercises, open-source code, video, and slides. No coding skills required.

    decodingai-magazine/llm-wiki-workshop's past year of commit activity
    Python 19 MIT 7 0 0 Updated Sep 8, 2026
  • .github Public
    decodingai-magazine/.github's past year of commit activity
    0 1 0 0 Updated Sep 8, 2026
  • llm-twin-course Public

    🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

    decodingai-magazine/llm-twin-course's past year of commit activity
    Python 4,384 MIT 731 5 3 Updated Apr 20, 2026
  • personalized-recommender-course Public

    👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

    decodingai-magazine/personalized-recommender-course's past year of commit activity
    Jupyter Notebook 648 MIT 131 3 0 Updated Apr 6, 2026
  • second-brain-ai-assistant-course Public

    Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

    decodingai-magazine/second-brain-ai-assistant-course's past year of commit activity
    Jupyter Notebook 3,081 MIT 520 4 2 Updated Apr 6, 2026
  • enterprise-mcp-course Public

    Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.

    decodingai-magazine/enterprise-mcp-course's past year of commit activity
    Python 276 MIT 59 0 0 Updated Apr 6, 2026
  • workshops Public
    decodingai-magazine/workshops's past year of commit activity
    Python 16 MIT 11 0 0 Updated May 8, 2025
  • tabular-semantic-search-tutorial Public

    📚 Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language queries.

    decodingai-magazine/tabular-semantic-search-tutorial's past year of commit activity
    Jupyter Notebook 89 MIT 23 2 0 Updated Apr 26, 2025
  • articles-code Public

    💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML

    decodingai-magazine/articles-code's past year of commit activity
    Jupyter Notebook 140 MIT 21 0 0 Updated Mar 6, 2025