--- title: A collection of great resources, books, roadmap,... description: This is a curated list of 15 GitHub repositories useful for developers. It includes sindresorhus/awesome, a huge index of curated resources, and The... canonical: https://daily.dev/posts/a-collection-of-great-resources-books-roadmap-research-papers-blogs-free-and-open-source-softwa-qsllmvpx9 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: A collection of great resources, books, roadmap, research papers, blogs, free and open-source software, recommended websites for programmers, ML resources, and much more! | daily.dev og:description: This is a curated list of 15 GitHub repositories useful for developers. It includes sindresorhus/awesome, a huge index of curated resources, and The... og:url: https://daily.dev/posts/a-collection-of-great-resources-books-roadmap-research-papers-blogs-free-and-open-source-softwa-qsllmvpx9 og:image: https://api.daily.dev/og/posts/QsllMVPx9.png og:image:alt: A collection of great resources, books, roadmap, research papers, blogs, free and open-source software, recommended websites for programmers, ML resources, and much more! og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # A collection of great resources, books, roadmap, research papers, blogs, free and open-source software, recommended websites for programmers, ML resources, and much more! **[Cale](https://daily.dev/sources/uhncvl2q7kcaoyylxgccn)** · [@cale](https://daily.dev/cale) · 197 upvotes · 12 comments ## Summary This is a curated list of 15 GitHub repositories useful for developers. It includes sindresorhus/awesome, a huge index of curated resources, and The Algorithms, which implements data structures and algorithms across languages. Other picks cover building projects from scratch (build-your-own-x), free developer services (free-for-dev), free programming books, roadmap.sh career roadmaps, the OSSU computer science curriculum, engineering blogs, the system design primer, public APIs, open-source SaaS alternatives, research papers (Papers We Love), useful websites for programmers, and two 'from scratch' repos for building LLMs and ML algorithms in Python. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@bobbyiliev** · 16 upvotes > Cool list! I’d also add this one here > > > [https://github.com/The-DevOps-Daily/devops-daily](https://github.com/The-DevOps-Daily/devops-daily) > > > Lots of free resources and interactive learning simulators **@andrewma** · 13 upvotes > saved : ) **@cale** · 11 upvotes > Have I missed any? **@dio77799** · 10 upvotes > I read that this list compiles some of the best open-source roadmaps, free developer services, and foundational guides available. Great shortcut for anyone looking to level up their development toolkit without digging through noise! **@ahmetozel** · 8 upvotes > The Algorithms and build-your-own-x serve different learning goals, so I would pair each chosen resource with a small artifact rather than work through the list as a reading queue. An algorithm implementation becomes more useful when a learner can state its invariant and construct an input that breaks an incorrect version. > > For the from-scratch ML resources, the equivalent artifact could be a tiny implementation checked against a reference on fixed inputs before scaling up. That gives a stopping condition for each resource and makes gaps observable. It also helps distinguish understanding a... ## Similar posts on daily.dev - [EP207: Top 12 GitHub AI Repositories](https://daily.dev/posts/ep207-top-12-github-ai-repositories-meqwnbs6r) · ByteByteGo · 31 upvotes · 1 comments - [Awesome repositories are no longer awesome](https://daily.dev/posts/awesome-repositories-are-no-longer-awesome-sa3czlk5v) · Hacker News · 0 upvotes · 0 comments - [10 Best AI GitHub Repositories to Supercharge Your Agent](https://daily.dev/posts/10-best-ai-github-repositories-to-supercharge-your-agent-snomktwu2) · Medium · 266 upvotes · 7 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#open-source](https://daily.dev/tags/open-source), [#github](https://daily.dev/tags/github), [#system-design](https://daily.dev/tags/system-design) [View this post on daily.dev](https://daily.dev/posts/a-collection-of-great-resources-books-roadmap-research-papers-blogs-free-and-open-source-softwa-qsllmvpx9) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/a-collection-of-great-resources-books-roadmap-research-papers-blogs-free-and-open-source-softwa-qsllmvpx9","headline":"A collection of great resources, books, roadmap, research papers, blogs, free and open-source software, recommended websites for programmers, ML resources, and much more!","text":"Shared: 15 GitHub Repositories You’ll Wish You Found Sooner","url":"https://daily.dev/posts/a-collection-of-great-resources-books-roadmap-research-papers-blogs-free-and-open-source-softwa-qsllmvpx9","datePublished":"2026-11-07T12:12:01.079Z","dateModified":"2026-11-07T12:13:13.890Z","author":{"@type":"Person","name":"Cale","url":"https://daily.dev/cale","image":"https://avatars.githubusercontent.com/u/211212128?v=4","description":"All about open source!","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":1660}},"image":"https://media.daily.dev/image/upload/s--VDukGCjf--/f_auto/v1722860399/public/Placeholder%2002","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":197},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":12}],"sharedContent":{"@type":"WebPage","url":"https://api.daily.dev/r/gP9W8MLXe"},"comment":[{"@type":"Comment","text":"Cool list! I’d also add this one here\nhttps://github.com/The-DevOps-Daily/devops-daily\nLots of free resources and interactive learning simulators","datePublished":"2026-11-07T13:44:55.361Z","url":"https://daily.dev/posts/QsllMVPx9#c-ZEIu7PIm1","author":{"@type":"Person","name":"Bobby Iliev","url":"https://daily.dev/bobbyiliev","image":"https://avatars3.githubusercontent.com/u/21223421?v=4"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":16}},{"@type":"Comment","text":"saved : )","datePublished":"2026-11-08T01:23:11.215Z","url":"https://daily.dev/posts/QsllMVPx9#c-RWBx6FfTm","author":{"@type":"Person","name":"Andrew M","url":"https://daily.dev/andrewma","image":"https://avatars.githubusercontent.com/u/102819214?v=4"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":13}},{"@type":"Comment","text":"Have I missed any?","datePublished":"2026-11-07T12:32:53.957Z","url":"https://daily.dev/posts/QsllMVPx9#c-pHHUZIxuf","author":{"@type":"Person","name":"Cale","url":"https://daily.dev/cale","image":"https://avatars.githubusercontent.com/u/211212128?v=4"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":11}},{"@type":"Comment","text":"I read that this list compiles some of the best open-source roadmaps, free developer services, and foundational guides available. Great shortcut for anyone looking to level up their development toolkit without digging through noise!","datePublished":"2026-11-09T01:04:43.658Z","url":"https://daily.dev/posts/QsllMVPx9#c-WKP6t8Nn9","author":{"@type":"Person","name":"James V","url":"https://daily.dev/dio77799","image":"https://media.daily.dev/image/upload/s--D_CwPJ3R--/f_auto,pg_1/v1794081525/avatars/avatar_SEp70EmWGM0hHeihGBCha?_a=BAMAMiiw0"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":10}},{"@type":"Comment","text":"The Algorithms and build-your-own-x serve different learning goals, so I would pair each chosen resource with a small artifact rather than work through the list as a reading queue. An algorithm implementation becomes more useful when a learner can state its invariant and construct an input that breaks an incorrect version.\nFor the from-scratch ML resources, the equivalent artifact could be a tiny implementation checked against a reference on fixed inputs before scaling up. That gives a stopping condition for each resource and makes gaps observable. It also helps distinguish understanding a tutorial’s explanation from being able to reproduce and test its behavior independently.","datePublished":"2026-11-09T05:32:06.080Z","url":"https://daily.dev/posts/QsllMVPx9#c-yva34InS4","author":{"@type":"Person","name":"Ahmet Özel","url":"https://daily.dev/ahmetozel","image":"https://avatars.githubusercontent.com/u/70992231?v=4"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":8}}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/sources/uhncvl2q7kcaoyylxgccn","name":"Cale"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Cale","item":"https://daily.dev/sources/uhncvl2q7kcaoyylxgccn"},{"@type":"ListItem","position":3,"name":"A collection of great resources, books, roadmap, research papers, blogs, free and open-source software, recommended websites for programmers, ML resources, and much more!"}]} ```