An open source PR is now a donation in two currencies: code, and the LLM tokens that produced it.
I figured this out the slow way, needing to patch a Go CLI in an hour, in a language I don’t write.
In a previous era, this is where the story ends: file a feature request, hope someone with the right neurons gets bored on a weekend, or shrug and ship a workaround. Instead, in one hour with Claude Code, agents inventoried the upstream, surfaced three reference implementations that had already solved the underlying problem, located the right hook in 1,200 lines of Go I’d never seen, and wrote the patch. Along the way I (or they, really) noticed 22 other forks of the same project, only 4 of which had ever shipped a contribution back. I almost became the 19th wheel-reinventer. Instead I filed the patch back upstream with a working PoC.
The friction was never intellectual. It was the cost of paging in someone else’s codebase in a language I’d otherwise have to commit to learning. That cost just collapsed.
When I publish the patch, I’m not just contributing the code, I’m contributing the LLM token spend that produced it. If my fork stays private, the next person pays those tokens again. 22 public forks is 22 duplicated token spends, and the dark-matter private forks layer who-knows-what on top.
A PR is now a donation in two currencies. Open source has always been a public good; in the agent era it also pools the upstream cost of getting to the answer, not just the answer itself. If code is increasingly agent-written, any given patch is increasingly a proxy of compute spend rather than of programmer ingenuity (a statement that doesn’t help anyone’s hiring narrative, mine included).
This is adjacent to the darker point Francesco Ciuccarelli made at WAICF 2026: “Gli agenti, a differenza delle persone, non lasciano l’azienda […] la conoscenza non risiede più esclusivamente nelle persone, ma viene progressivamente codificata nei sistemi.” The same externalisation that makes OSS contribution this cheap also shifts leverage from people to companies. Both stories run at the same time.
What this can become, if I’m reading the curve right, is a new open source economy of autonomous cross-project agentic contributions, governed by humans who set the token budget that feeds it and the direction that tells each project where to go. Maintainers as stewards of judgment, contributors as directors of effort, the duplication tax finally retired.
22 of us forked. 18 stayed silent because it wasn’t worth the cost. The cost just changed.
Link to full article in first comment. I’d rather have the discussion than the click.
#OpenSource #AgenticDevelopment #ClaudeCode #BuildingInPublic #AI
