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CONTRIBUTING.md
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## Contributing
To contribute to this list, file a pull request adding it to the appropriate category, along with any known alternatives. The pull request must include links to evidence of such (social media posts, screenshots, commit history, links to `CLAUDE.md`, etc). Title the pull request "Add `<software-name>`" or such.
To contribute to this list, file a pull request adding it to the appropriate category, along with any known alternatives. The pull request must include links to evidence of such (social media posts, screenshots, commit history, links to `AGENTS.md` or `CLAUDE.md`, etc). Title the pull request "Add `<software-name>`" or such.
### Criteria

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README.md
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@ -26,6 +26,7 @@ To Contribute, checkout our [`CONTRIBUTING.md`](./CONTRIBUTING.md).
* [Microcontroller Tools and Libraries](#microcontroller-tools-and-libraries)
* [Service Monitoring](#service-monitoring)
* [Libraries](#libraries)
* [C](#C)
* [Rust](#rust)
* [CSS](#css)
* [Game Engines](#game-engines)
@ -61,7 +62,9 @@ To Contribute, checkout our [`CONTRIBUTING.md`](./CONTRIBUTING.md).
| Name | Alternatives | Evidence | Notes |
|---------|----------------------------------------------------------|--------------------------------------------------------------------------------------------|-------|
| Chromium/Blink engine | WebKit? | Presence of [.claude](https://github.com/chromium/chromium/tree/aab503953a7f271aad675ef8a38f3108d9c2a0f0/.claude), [.gemini](https://github.com/chromium/chromium/tree/aab503953a7f271aad675ef8a38f3108d9c2a0f0/.gemini) and [.agents](https://github.com/chromium/chromium/tree/aab503953a7f271aad675ef8a38f3108d9c2a0f0/.agents) |
| Firefox | [LibreWolf](https://librewolf.net/), several other forks | [Blog post collecting details](https://alextheward.com/blog/mozilla_is_now_an_ai_company/) |
| [Ladybird](https://github.com/LadybirdBrowser/ladybird) | | [President of company/core developer discussing Rust language adaption using AI agents.](https://x.com/awesomekling/status/2025898614631915708) [Associated blog post](https://ladybird.org/posts/adopting-rust/) |
## Command-Line Shells
@ -83,19 +86,36 @@ To Contribute, checkout our [`CONTRIBUTING.md`](./CONTRIBUTING.md).
| Name | Alternative(s) | Evidence | Notes |
|----------------|----------------|----------|-------|
| none here yet! | n/a | n/a | n/a |
| [Ghostty](https://ghostty.org) | [gnome terminal](https://gitlab.gnome.org/GNOME/gnome-terminal), [konsole](https://invent.kde.org/utilities/konsole), [xfce4](https://gitlab.xfce.org/apps/xfce4-terminal), [cosmic](https://github.com/pop-os/cosmic-term), [mate](https://wiki.mate-desktop.org/mate-desktop/applications/mate-terminal/), [deepin](https://github.com/linuxdeepin/deepin-terminal), [alacritty](https://alacritty.org/) (or [the fork with sixel support](https://github.com/ayosec/alacritty)), [wezterm](https://wezterm.org/), [foot](https://codeberg.org/dnkl/foot), ... | [AI_POLICY.md states "AI is Welcome Here"](https://github.com/ghostty-org/ghostty/blob/main/AI_POLICY.md) |
## Developer Tools
| Name | Alternative(s) | Evidence |
|---|---|---|
| [`atuin`](https://github.com/atuinsh/atuin) | Built-in shell history | [AI command generation](https://github.com/atuinsh/atuin/pull/3199), [LLM PRs accepted](https://github.com/atuinsh/atuin/pull/2777#issuecomment-2944105696) |
| [`cargo-nextest`](https://github.com/nextest-rs/nextest) | Just use `cargo test` | [`CLAUDE.md` and `AGENTS.md` in repository](https://github.com/nextest-rs/nextest/commit/3853279b41cc4a81f82e26fd88fac3bf85054af5) |
| [`jujutsu`](https://www.jj-vcs.dev/latest/) | continue using `git` itself | [A core dev occasionally uses Claude to generate local test cases.](https://codeberg.org/gen-ai-transparency/open-slopware/src/branch/main/img/Screenshot%202026-01-08%20at%2016.13.46.png), [(Discord link)](https://discord.com/channels/968932220549103686/1458877549034864703) |
| [`just`](https://just.systems/) | | Lists an [MCP server in its User Manual](https://just.systems/man/en/model-context-protocol.html). |
| [`just`](https://just.systems/) | a Make impl | Lists an [MCP server in its User Manual](https://just.systems/man/en/model-context-protocol.html). |
| [`oh-my-posh`](https://github.com/JanDeDobbeleer/oh-my-posh/) | [Starship] | [`AGENTS.md` file in main repository](https://github.com/JanDeDobbeleer/oh-my-posh/commit/0ca76357a608f2e4043e10fe9591709ca554d75d) |
| [`oh-my-bash`](https://github.com/ohmybash/oh-my-bash) | [Starship] | [All PRs are reviewed with "Qodo"](https://github.com/apps/qodo-free-for-open-source-projects) [Example PR](https://github.com/ohmybash/oh-my-bash/pull/729) |
| [`ohmyzsh`](https://github.com/ohmyzsh/ohmyzsh) | [Starship] | [Added Claude and Grok as search engines](https://github.com/ohmyzsh/ohmyzsh/pull/13222) |
| [Taskfile](https://taskfile.dev) | | [Uses Copilot for PRs](https://github.com/go-task/task/pull/2592) |
| [Taskfile](https://taskfile.dev) | a Make impl | [Uses Copilot for PRs](https://github.com/go-task/task/pull/2592) |
Note on task runners and `make(1)` implementations: A lot of Make
implementations exist that are very fit to replace other task
runners. In fact so many were produced, that one can just look up "GNU
Make alternative" and find >10 results to pick the one they like the
best. Also see:
[wikipedia/Make](https://en.wikipedia.org/wiki/Make_(software))
Here are some Make implementation suggestions:
* [GNU Make](https://www.gnu.org/software/make/) --- the most complete
one, extra extensions, guile scripting, exports, etc.,
* [NetBSD make](https://man.netbsd.org/make.1) --- Make used to build
NetBSD ports tree,
* [Jam](https://swarm.workshop.perforce.com/projects/perforce_software-jam/)
--- OSS rewrite by Perforce.
## Programming Languages
@ -104,7 +124,7 @@ To Contribute, checkout our [`CONTRIBUTING.md`](./CONTRIBUTING.md).
| [`.NET`](https://dotnet.microsoft.com/) | See below | [`.NET Runtime` PRs](https://github.com/dotnet/runtime/pulls?q=author%3A%40copilot+is%3Amerged), [`.NET SDK` PRs](https://github.com/dotnet/sdk/pulls?q=author%3A%40copilot+is%3Amerged) |
| [Julia](https://julialang.org/) | Python (w/ appropriate scientific libraries) | [`AGENTS.md` in main repository](https://github.com/JuliaLang/julia/pull/58561), [PRs "written by Claude"](https://github.com/JuliaLang/julia/pulls?q=is%3Apr+written+by+Claude) | |
> [!Note]
> [!Note]
> ### On alternative languages:
> Suggestions for alternative programming languages are necessarily more complex than many other categories considered here, as that's one of the core technical choices to be made when starting a new software development project.
>
@ -138,6 +158,12 @@ To Contribute, checkout our [`CONTRIBUTING.md`](./CONTRIBUTING.md).
## Libraries
### C
| Name | Alternative(s) | Evidence | Notes |
|---|---|---|---|
| [harfbuzz](https://github.com/harfbuzz/harfbuzz) | Not realistically replaceable currently, use earlier version. | [Core developer enthusiastically discloses LLM usage](https://mastodon.social/@behdad@typo.social/116172838611778656) | |
### Rust
| Name | Alternative(s) | Evidence | Notes |
@ -168,6 +194,7 @@ Also, there is an advistory database of Rust slopware crates, which you can use
| [Ghost](https://ghost.org/) | [WriteFreely] | Include configurations for [Claude](https://github.com/TryGhost/Ghost/tree/main/.claude) and [cursor](https://github.com/TryGhost/Ghost/blob/main/.cursor/rules/yarn.mdc); images on website seem generated |
| [Wagtail CMS](https://wagtail.org/) | [WriteFreely] | Include [AGENTS.md](https://github.com/wagtail/wagtail/blob/main/AGENTS.md); [Wagtail AI](https://wagtail.org/wagtail-ai/) |
| [WordPress](https://wordpress.org) | [WriteFreely] | Include [AGENTS.md](https://github.com/WordPress/gutenberg/blob/trunk/AGENTS.md); has [Copilot PRs](https://github.com/WordPress/gutenberg/pull/74449) |
| [Bludit CMS](https://www.bludit.com/) | [Jekyll](https://jekyllrb.com/) maybe? No signs of AI in the repo but also [no clear statement](https://talk.jekyllrb.com/t/ai-usage-in-the-jekyll-project/10269) provided | [Coding with Claude and reviewing by Code Rabbit](https://github.com/bludit/bludit/pull/1642) |
### File Storage
@ -261,7 +288,8 @@ There's been a number of high profile incidents that have resulted in endangerme
- <details>
<summary>Content Warning: Suicide</summary>
[AI chatbot pushed a teen to kill himself, a lawsuit against its creator alleges](https://apnews.com/article/chatbot-ai-lawsuit-suicide-teen-artificial-intelligence-9d48adc572100822fdbc3c90d1456bd0)
- [Wikipedia: Deaths linked to chatbots](https://en.wikipedia.org/wiki/Deaths_linked_to_chatbots)
- [AI chatbot pushed a teen to kill himself, a lawsuit against its creator alleges](https://apnews.com/article/chatbot-ai-lawsuit-suicide-teen-artificial-intelligence-9d48adc572100822fdbc3c90d1456bd0)
</details>
@ -270,9 +298,10 @@ There's been a number of high profile incidents that have resulted in endangerme
Having to deal with the onslaught of many LLM written pull requests and issues, causes real maintainer burnout that stagnates projects as maintainers become overwhelmed with half baked, poorly written, insecure code. Here's some examples:
- [Overrun with AI slop, cURL scraps bug bounties to ensure “intact mental health”](https://arstechnica.com/security/2026/01/overrun-with-ai-slop-curl-scraps-bug-bounties-to-ensure-intact-mental-health/)
- [Godot maintainers struggle with 'draining and demoralizing' AI slop submissions](https://www.theregister.com/2026/02/18/godot_maintainers_struggle_with_draining/)
<!-- please put your multi referenced links down here -->
[Garage]: https://garagehq.deuxfleurs.fr/
[Starship]: https://starship.rs
[vaultwarden]: https://github.com/dani-garcia/vaultwarden
[WriteFreely]: https://writefreely.org/
[WriteFreely]: https://writefreely.org/