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Show HN: CleverCrow: give tokens to your favorite projects

clevercrow.io

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Show HN: CleverCrow: give tokens to your favorite projects

#1
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.

Show HN: CleverCrow: give tokens to your favorite projects
clevercrow.io

Re: Show HN: CleverCrow: give tokens to your favorite projects

#3
post #2

Is this just basically a bountysource? or are there ways to give projects tokens without just sending them money?

It does seem like a worse version of a FOSS donation platform that uses regular old money. I guess one advantage is that you can ensure your money goes directly to using AI to solve specific problems on the codebase, but what does that solve? Are people genuinely worried that if they donate to some FOSS platform that their dollars would go to something else? It seems to me like this removes agency from the FOSS maintainer and gives donators more control over their donation, even though it's explicitly designed not to.

Its efficiency also relies on being better than whatever other platform/harness the maintainer is already using. It's limited to whatever the harness the platform provides, and they're taking a 20% platform fee on top. So I have to, instead of taking $10 from a donor, i take $10 worth of tokens, which may or not be spent more efficiently than me just going in with my claude subscription and fixing it, and I get $8 of those to run in a platform I don't control? In what world as a FOSS maintainer would I sign up for this? It just seems strictly worse than just having a platform that can back resolution of issues with real money... which already exists.

Re: Show HN: CleverCrow: give tokens to your favorite projects

#4
I think I've read from a few different sources that the Claude Code $100-$200/mo plans are subsidized so hard that it's basically $2k-$8k/mo in "would-be" equivalent API token usages.

This kind of makes sense in that space while the subsidies (if true) last?

Unrelated, "tokens" feels very like... back-then blockchain to me. All the craze.

Re: Show HN: CleverCrow: give tokens to your favorite projects

#5
post #2

Is this just basically a bountysource? or are there ways to give projects tokens without just sending them money?

It does seem like a worse version of a FOSS donation platform that uses regular old money. I guess one advantage is that you can ensure your money goes directly to using AI to solve specific problems on the codebase, but what does that solve? Are people genuinely worried that if they donate to some FOSS platform that their dollars would go to something else? It seems to me like this removes agency from the FOSS maint…

Howdy Solar_Fields, these are great questions and I can give you my thoughts on how I feel it's different than cash donations (which are great if you can get them!). I look at this less like patronage and more an exchange of a resource to meet the needs of both parties. I want to support the projects I care about, some I'll give carte blanche, but some I have no connection to and really just want a bug fixed. Rather than fire up my own Claude Code and throw a PR at that maintainer, instead I'm saying, "hey, you know this codebase and can use this resource (tokens) better than me, please fix it with 'free' tokens." The platform fee is really just for AWS costs and is based on modeling, but I'm sure that's not the final form. Does that make sense?

Re: Show HN: CleverCrow: give tokens to your favorite projects

#8

I think I've read from a few different sources that the Claude Code $100-$200/mo plans are subsidized so hard that it's basically $2k-$8k/mo in "would-be" equivalent API token usages. This kind of makes sense in that space while the subsidies (if true) last? Unrelated, "tokens" feels very like... back-then blockchain to me. All the craze.

Yeah, rising token costs definitely played into my thinking too. I want builders to be able to use the best models and it seems like they are getting more expensive. But maybe local models will get there?

Re: Show HN: CleverCrow: give tokens to your favorite projects

#9
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
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