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Show HN: CleverCrow: give tokens to your favorite projects
Positioned as a 'possible solution' to 'misguided AI pull requests,' allowing 'supporters give tokens to a GitHub repo' to fund maintainers' work.
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AI Executive Synthesis
Positioned as a 'possible solution' to 'misguided AI pull requests,' allowing 'supporters give tokens to a GitHub repo' to fund maintainers' work.
CleverCrow addresses the sustainability and resource allocation challenges within open-source projects, particularly in the context of increasing AI-generated contributions. By enabling direct financial support via tokens for specific repositories or issues, it provides a mechanism for maintainers to prioritize and fund development efforts. This model incentivizes high-quality contributions and allows backers to influence project direction without directly submitting code, potentially mitigating the 'misguided AI pull requests' problem by funding human-driven, curated development. The platform aims to align incentives between project maintainers and their community, fostering a more sustainable and efficient open-source ecosystem.
Howdy all. I'm Zack :wave:. I've been thinking about the problem of misguided AI pull requests and figured I'd throw a possible solution out there for feedback. Basically, CleverCrow lets supporters give tokens to a GitHub repo (or set of issues in that repo) for the maintainers to use to build/fix stuff. The fun implementation challenges have been around implementing the pooling dynamics and keeping the maintainers in charge while the backers are motivated to support their work.
Related Ecosystem & Alternatives
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Deep-Dive FAQs
What is CleverCrow: give tokens to your favorite projects?
CleverCrow: give tokens to your favorite projects is analyzed by our AI as: Positioned as a 'possible solution' to 'misguided AI pull requests,' allowing 'supporters give tokens to a GitHub repo' to fund maintainers' work.. It focuses on CleverCrow addresses the sustainability and resource allocation challenges within open-source projects, particularly in the context of increasing A...
Where did CleverCrow: give tokens to your favorite projects originate?
Data for CleverCrow: give tokens to your favorite projects was aggregated directly from the Hacker News community ecosystem, representing raw developer and early-adopter sentiment.
When was CleverCrow: give tokens to your favorite projects publicly launched?
The initial public indexing or launch date for CleverCrow: give tokens to your favorite projects within our tracked developer communities was recorded on June 22, 2026.
How popular is CleverCrow: give tokens to your favorite projects?
CleverCrow: give tokens to your favorite projects has achieved measurable traction, logging over 39 traction score and facilitating 57 recorded discussions or engagements.
Which technical categories define CleverCrow: give tokens to your favorite projects?
Based on metadata extraction, CleverCrow: give tokens to your favorite projects is categorized under topics such as: tokens, GitHub repo, issues, maintainers.
What are some commercial alternatives to CleverCrow: give tokens to your favorite projects?
Our semantic intelligence engine identifies potential commercial alternatives in the SaaS space, such as Caveman, which offers overlapping value propositions.
How does the creator describe CleverCrow: give tokens to your favorite projects?
The original author or development team describes the product as follows: "Howdy all. I'm Zack :wave:. I've been thinking about the problem of misguided AI pull requests and figured I'd throw a possible solution out there for feedback. Basically, CleverCrow lets supporter..."
Community Voice & Feedback
Really interesting solution to the AI PR problem. Keeping the maintainers in the driver's seat for issue prioritization is definitely the right approach.How are you handling the token allocation under the hood, is this managed via a GitHub App integration, and can backers target specific issues or just the repo as a whole?
I always thought that the donate tokens thing would be done by sending some tokens from your personal sub to the maintainer's pool with some sort of proxy for tokens with rules, in a more direct way without doing it in cash, but yeah that's where the sweet fees live.If this gets any traction, the "share tokens with a friend" could be good PR for the labs, instead of buy me a coffee, buy me a clanker.
I like the "maintainer stays in control" part, but isn't that also a problem in a way?The AI provider gets paid, the platform gets paid (20% is a lot in my opinion!), and the maintainer gets more unpaid work: another PR to plan, review, revise, merge, and then maintain... that's a lot of work.If people are willing to fund an issue, why should that money mainly cover LLM tokens rather than maintainer effort? Or at least, why doesn't the leftover money go to the maintainer instead of back to the donors?
Congratulations, you've fulfilled one of ThePrimeagen's predictions! (A donation platform for AI tokens)
Shameless plug, I submitted a similar thought in here the other day. https://news.ycombinator.com/item?id=48503555I like your approach of pooling resources around specific issues. That seems a practical missing piece for aiding the maintainers.
One of the cool things about code is that you can build stuff out of thin air, basically for free. It's not like woodworking where you have to pay for the wood.We are moving into a weird time where people are assuming that now we have to pay machines churn out code.Somehow they packaged up our own ability to think and are selling it back to us. If they can get us to forget how to do it we'll be the perfect customers, dependent forever.
At first I was like "i want to use ai but dont have the money to burn for api tokens" cool.
But then I realized the backers are essentially saying "i have money and could support developers but i choose to give the money directly to a mega corp and skip the human".
I recommend you remove the policy of "Whatever the run didn't spend goes straight back to your backers' wallets." and make sure the human behind the wheel gets to eat. Somehow
But then I realized the backers are essentially saying "i have money and could support developers but i choose to give the money directly to a mega corp and skip the human".
I recommend you remove the policy of "Whatever the run didn't spend goes straight back to your backers' wallets." and make sure the human behind the wheel gets to eat. Somehow
Better yet: give them cold hard cash instead of what is arguably monopoly money for many OSS devs. Ironically this is something GitHub made "easy" with sponsorships several years ago.
Just curious, why is there a login gate before seeing the list of projects that participate in the platform? Usually similar donation(?) websites list those publicly for better visibility and less friction.
Is this just basically a bountysource? or are there ways to give projects tokens without just sending them money?
Discovery Source
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