mattpocock

    mattpocock/dictionary-of-ai-coding

    #621 this week

    AI coding jargon, explained in plain English.

    web
    TypeScript
    5.1K stars
    574 forks
    5.1K GitHub watchers
    Updated Oct 15, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    Ranks #3 among Web repositories tracked this week, and #15 over the last 30 days; #621 of 3,103 repositories GStars tracks this week (top 20%).

    The project lists 2 contributors on GitHub.

    Peaked at #10 in the weekly ranking the week of Jul 19, its best in the past year.

    Use Cases & Benefits

    • Explains AI coding jargon in plain English to demystify complex terminology and concepts.
    • Provides clear, accessible definitions that make AI coding understandable for non-experts and reduce confusion.
    • Use for quickly learning foundational AI coding terms to improve communication with AI engineers and stakeholders.
    • Use for troubleshooting AI model behavior by understanding key concepts like context windows, inference, and hallucination.
    • Use for educating teams or onboarding developers new to AI coding by providing a comprehensive, jargon-free glossary.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    No license detected

    No license file detected by GitHub: unless the project grants one elsewhere, the default is all rights reserved.

    Community files

    • README: present

    Watch-outs

    • Warning: No license file detected by GitHub: unless the project grants one elsewhere, you generally have no permission to use, modify or distribute the code.
    • Owned by an individual account with only 2 contributors on GitHub; plan for bus-factor risk.
    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    AI coding can feel like it's just for experts. Unexplained jargon. Mysterious failures. Bills that don't seem to match the work.

    It isn't, really. A lot of the confusion is manufactured: there's a whole VC-funded economy that benefits from keeping it hard to understand.

    The basic terms of engagement are learnable in an afternoon. Once you have them, the whole thing stops feeling like guesswork.

    Why does context degrade? Why is the bill so high? Why does the same prompt behave differently from one day to the next?

    Each has a clean answer, once someone tells you the words to use.

    That's what this dictionary is for. The vocabulary of AI coding, translated into plain English.

    Want more than the vocabulary? Join 62,000+ developers at aihero.dev/newsletter for my latest skills, thinking on AI engineering, and the resources that'll keep you ahead of the curve.

    Excerpt from the mattpocock/dictionary-of-ai-coding README on GitHub. © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Jul 19: +39Jul 20: +39Jul 21: +33Jul 22: +33Jul 23: +15Jul 24: +62Jul 25: +23Jul 26: +26Jul 27: +26Jul 28: +9Aug 16: +25Aug 17: +28Aug 18: +20Sep 14: +26

    +2,203 stars over 90 days across 21 snapshot days; best day +62 on Jul 24.

    Forks

    574+225

    Open issues

    23+15

    Compared with peers in Web

    Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth

    mattpocock/dictionary-of-ai-coding compared with Web repositories by stars, 7-day star growth, health score and last release
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    hmjz100/LinkSwift27.6K+4.0K75248 days ago
    YuJunZhiXue/dsh-purge8.9K+2.9K558 days ago
    LibreSpark/LibreTV21.6K+2.7K751 day ago
    mattpocock/dictionary-of-ai-coding5.1K+075—
    Category median27.6K+4.0K75—

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