--- title: Developers Are Gaming Their GitHub Profiles | daily.dev description: GitHub contribution graphs have become a flawed hiring signal that developers are gaming with automated tools. Five popular tools with 18,000+ combined stars... canonical: https://daily.dev/posts/r5a3mpcwz twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Developers Are Gaming Their GitHub Profiles | daily.dev og:description: GitHub contribution graphs have become a flawed hiring signal that developers are gaming with automated tools. Five popular tools with 18,000+ combined stars... og:url: https://daily.dev/posts/r5a3mpcwz og:image: https://api.daily.dev/og/posts/R5a3mPCwZ.png og:image:alt: Post cover image 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. # Developers Are Gaming Their GitHub Profiles **[Paolo Perrone](https://daily.dev/sources/plhl9qb1xlvee3ys6rvk0)** · [@paoloap](https://daily.dev/paoloap) · 415 upvotes · 48 comments ## Summary GitHub contribution graphs have become a flawed hiring signal that developers are gaming with automated tools. Five popular tools with 18,000+ combined stars exist to manipulate these graphs, ranging from playful pixel art generators to sophisticated commit-faking scripts that backdate activity. The tools exist because recruiters use contribution graphs as quick visual proxies for developer competence, despite the metric being fundamentally broken—it measures commit frequency rather than code quality, ignores private repos and non-GitHub work, and rewards noise over meaningful contributions. The real problem isn't the gaming itself, but that contribution graphs were never designed as hiring signals and shouldn't be used to evaluate developers. ## 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. **@mr\_guy** · 45 upvotes > I can admit (never used the scripts/bots) but the pressure to have a full green grid on github contributions was some wild pressure. But it wears off once you realise it never was genuine and you're creating a faux expectation to employers/recruiters **@elmarchavez** · 16 upvotes > I once was pressured into making a contribution daily until it burned me out. I then realized that I have to pause and just make contributions when I have a project in mind and not the other way around. I am human after all. There's life outside our code. **@djblackberry64** · 9 upvotes > Tbh I never really cared about these graphs and just enjoyed the platform itself. I would rather judge the ability to present ones work by looking through the GitHub, maybe also their public appearance by their accounts and their GitHub Readme. **@feketegy** · 5 upvotes > You don't need bots; you just need a repo, a file, and git backdated commits. Heck, I can even do something like this with just pure git and a simple-ish bash script: > >  **@petecapecod** · 4 upvotes > I mean I understand why devs would do this, because... recruiters 🙄 > Check my chart, there's no way I'm using these scripts! 🤣 > > And this is why we don't let recruiters do the ***actual*** tech interviews. > Because they can't code lol ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#open-source](https://daily.dev/tags/open-source), [#github](https://daily.dev/tags/github), [#git](https://daily.dev/tags/git) [View this post on daily.dev](https://daily.dev/posts/r5a3mpcwz) ```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/r5a3mpcwz","headline":"Developers Are Gaming Their GitHub Profiles","text":"Shared: Developers Are Gaming Their GitHub Profiles","url":"https://daily.dev/posts/r5a3mpcwz","datePublished":"2025-12-28T08:11:26.448Z","dateModified":"2025-12-28T08:12:13.029Z","author":{"@type":"Person","name":"Paolo Perrone","url":"https://daily.dev/paoloap","image":"https://lh3.googleusercontent.com/a/AGNmyxaOowFqs19Msmo4AtbOanvSwkOb705dhJ-u3fFQ0Nw=s96-c","description":"No BS AI/ML Content | ML Engineer with a Plot Twist 🥷 90k+ Followers on LinkedIn","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":2610}},"image":"https://media.daily.dev/image/upload/s--HRgLpUt6--/f_auto/v1722860399/public/Placeholder%2003","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":415},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":48}],"sharedContent":{"@type":"WebPage","url":"https://api.daily.dev/r/TwcawCqsC"},"comment":[{"@type":"Comment","text":"I can admit (never used the scripts/bots) but the pressure to have a full green grid on github contributions was some wild pressure. But it wears off once you realise it never was genuine and you’re creating a faux expectation to employers/recruiters","datePublished":"2025-12-29T08:34:42.543Z","url":"https://daily.dev/posts/R5a3mPCwZ#c-YvRW6jB7Q","author":{"@type":"Person","name":"mr_guy","url":"https://daily.dev/mr_guy","image":"https://media.daily.dev/image/upload/s--kA2286Qs--/f_auto/v1717237879/avatars/avatar_Vmm9zE1OjqAn7kdD7jR0t"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":45}},{"@type":"Comment","text":"I once was pressured into making a contribution daily until it burned me out. I then realized that I have to pause and just make contributions when I have a project in mind and not the other way around. I am human after all. There’s life outside our code.","datePublished":"2025-12-30T13:20:56.487Z","url":"https://daily.dev/posts/R5a3mPCwZ#c-27NhTrF2t","author":{"@type":"Person","name":"Elmar Chavez","url":"https://daily.dev/elmarchavez","image":"https://media.daily.dev/image/upload/s--7PjH979T--/f_auto/v1780994221/avatars/avatar_bK85rJb2OXXID2LX2wi5y?_a=BAMAMiWQ0"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":16}},{"@type":"Comment","text":"Tbh I never really cared about these graphs and just enjoyed the platform itself. I would rather judge the ability to present ones work by looking through the GitHub, maybe also their public appearance by their accounts and their GitHub Readme.","datePublished":"2025-12-29T18:44:22.045Z","url":"https://daily.dev/posts/R5a3mPCwZ#c-6iKlja6HV","author":{"@type":"Person","name":"Djblackberr64","url":"https://daily.dev/djblackberry64","image":"https://lh3.googleusercontent.com/a/ACg8ocJNc6w4f5A1gtuSXI85jPJJP1rSv1n7fNr81LcyAsJjBC2gnC8=s96-c"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":9}},{"@type":"Comment","text":"You don’t need bots; you just need a repo, a file, and git backdated commits. Heck, I can even do something like this with just pure git and a simple-ish bash script:","datePublished":"2025-12-31T20:27:20.692Z","url":"https://daily.dev/posts/R5a3mPCwZ#c-g7VNRT0Dq","author":{"@type":"Person","name":"George","url":"https://daily.dev/feketegy","image":"https://media.daily.dev/image/upload/s--YeiBYVuL--/f_auto/v1743758421/avatars/avatar_dR92D50hh"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":5}},{"@type":"Comment","text":"I mean I understand why devs would do this, because… recruiters 🙄\nCheck my chart, there’s no way I’m using these scripts! 🤣\nAnd this is why we don’t let recruiters do the actual tech interviews.\nBecause they can’t code lol","datePublished":"2025-12-31T13:31:32.748Z","url":"https://daily.dev/posts/R5a3mPCwZ#c-Oqs2Ur9Fr","author":{"@type":"Person","name":"Peter Cruckshank","url":"https://daily.dev/petecapecod","image":"https://media.daily.dev/image/upload/s--ZJhQyKws--/f_auto/v1721235024/avatars/avatar_A9xh33q0QoxtkGoJRCosp"},"interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":4}}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/sources/plhl9qb1xlvee3ys6rvk0","name":"Paolo Perrone"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Paolo Perrone","item":"https://daily.dev/sources/plhl9qb1xlvee3ys6rvk0"},{"@type":"ListItem","position":3,"name":"Developers Are Gaming Their GitHub Profiles"}]} ```