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Hacker News: Ask HN

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LLM suppliers should offer PR scoped ephemeral keys
logged4upvot · 2026-06-12 · via Hacker News: Ask HN

LLMs make PRs cheaper to create than to review (many to one relationship).

In my case, as a repo maintainer, I usually run my prompts and workflow to review a lot of the code that comes in, and I end up paying for every unsolicited PR.

I was wondering: why don't LLM suppliers support ephemeral, PR-scoped usage keys funded by the contributor? Like a review bond.

For example: usable only by the maintainer, only for this repo/PR, hard capped at a low $ amount or N tokens, with a short expiry. Enough to run the maintainer's review workflow without making review cost entirely one sided.

Why isn't this billing type offered by any major player?

ps: inspired by the thread (https://news.ycombinator.com/item?id=48497609) about asking for human attention and demonstrating human effort, a kind of "proof of work", this case could be classified as an "attention bond".