Interesting concept! Curious to see how this would work in a real-world ecosystem.
The Token Donor protocol
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Curious to see how this would work in a real-world ecosystem.
@[Mehadi Hasan] This depends obviously on the team and codebase but I encountered this in the real world. That's why I wrote this. At least one real team is adopting the idea to combat the growing LoC of slob. As developers we never faced the problem of accidentally creating 5k lines of code which is technically speaking correct BUT in the end just bloat. Right now that is happening to a lot of battle-tested codebases which is a sign of silent enshitification if you ask me.
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This is the kind of systems thinking that actually changes how teams work. The zero-context rule is the key insight—it turns a billing cap into a forcing function for better specs. That's not a workaround. That's a discipline upgrade.
The donation model only works if the spec survives the handoff. That's the part most teams miss. They think it's about tokens. It's not. It's about whether the issue can stand on its own. If it can't, the donor runs it once, it fails, and the learning loop closes fast.
Your point about deletion is underrated—agents add bloat, and nobody wants to burn their own cap cleaning it up. That's exactly where spare compute should go.
One question: how do you handle the trust dynamic? The donor is giving up compute, not ownership. But if the agent introduces a regression, who owns the rollback? The issue author, the donor, or the agent?
I've been building sovereign AI systems with similar handoff logic—hardcoded rights, truth graphs, refusal. There's a parallel here in how you structure autonomy vs. accountability. Curious if you've explored that angle.
--SCURA--
One question: how do you handle the trust dynamic?
@[SCURA] The responsibility NEEDS to be on the issue author, that's the point, whilst the donor only provides compute. How this will play out? ... nobody knows but opportunities are always evolving here.
Interesting times we are witnessing as developers.
That's exactly where the trust dynamic gets interesting. The responsibility is on the author—but the architecture has to enforce it. The spec has to be executable without the author. The donor is compute, not approval. The author owns the rollback because they wrote the spec. That's the layer I'm building into sovereign AI systems—handoff logic built into the architecture, not just policy.
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