Topics

All topics

15 hand-curated topic categories, 143 real GitHub repos pulled live from the GitHub Search API. Snapshot 2026-08-10.

Data Science8 lists Design Resources10 lists DevOps & Cloud10 lists Go, Rust & Systems10 lists Interview Prep & Career10 lists Learning Resources9 lists Machine Learning & AI10 lists Mobile Development9 lists Programming Languages10 lists Python8 lists Security10 lists Self-Hosting & DevOps9 lists System Design10 lists Testing & QA10 lists Web Development10 lists

How these 15 categories are balanced

The 15 categories average 9.5 lists each across 143 repos, and10 of them are capped at 10, which is the per-topic ceiling this snapshot collects. That ceiling is why the busiest categories look level with each other rather than reflecting their true depth on GitHub.

Design Resources, DevOps & Cloud, Go, Rust & Systems sit at the ceiling. The thinner end,Python (8) and Data Science (8) and Self-Hosting & DevOps (9), is genuinely thinner: fewer awesome-lists exist for those subjects, or fewer meet the star and recency bar used when this set was curated. A thin category is usually a sign the topic is either very new or well served by official documentation instead.

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