Skip to content
@decodingai-magazine

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.

Views

๐ŸŽฏ The Playbook

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

๐Ÿ—ž๏ธ 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, youโ€™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.

๐Ÿ“š The Knowledge Base

๐Ÿค Let's collaborate!

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

๐Ÿ“ง Contact Me

Pinned Loading

  1. articles-code articles-code Public

    ๐Ÿ’ป Decoding ML articles hub: Hands-on articles with code on production-grade ML

    Jupyter Notebook 141 21

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

    ๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 12 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

    Python 4.4k 733

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

    ๐Ÿ‘• Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

    Jupyter Notebook 654 133

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

    ๐Ÿ“š Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language queries.

    Jupyter Notebook 90 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 527

  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 274 58

Repositories

Showing 10 of 11 repositories
  • codeclimb Public

    Overnight eval-driven code search

    decodingai-magazine/codeclimb's past year of commit activity
    TypeScript 0 Apache-2.0 0 0 1 Updated Oct 22, 2026
  • building-a-coding-agent-from-scratch-course Public

    Learn harness engineering by building Claude Code from scratch. Free, open-source course: 8 articles, 6 videos, 1 codebase.

    decodingai-magazine/building-a-coding-agent-from-scratch-course's past year of commit activity
    Python 681 Apache-2.0 180 1 0 Updated Oct 10, 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 39 MIT 9 0 0 Updated Sep 18, 2026
  • .github Public
    decodingai-magazine/.github's past year of commit activity
    0 1 0 0 Updated Sep 8, 2026
  • llm-twin-course Public

    ๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 12 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

    decodingai-magazine/llm-twin-course's past year of commit activity
    Python 4,393 MIT 733 5 3 Updated Apr 20, 2026
  • personalized-recommender-course Public

    ๐Ÿ‘• 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 654 MIT 133 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 3,123 MIT 527 4 3 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 274 MIT 58 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

    ๐Ÿ“š 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 90 MIT 23 2 0 Updated Apr 26, 2025