--- title: DHH: This Is How We Can Fix Everything. | daily.dev description: A public letter proposes a deal with DHH to take over triage and fixes for two components of the Omarchy project (menu and lock-screen), which together account... canonical: https://daily.dev/posts/xcowwo4bx twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: DHH: This Is How We Can Fix Everything. | daily.dev og:description: A public letter proposes a deal with DHH to take over triage and fixes for two components of the Omarchy project (menu and lock-screen), which together account... og:url: https://daily.dev/posts/xcowwo4bx og:image: https://api.daily.dev/og/posts/XcoWwo4bX.png og:image:alt: Post cover image og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # DHH: This Is How We Can Fix Everything. **[Leonid Bugaev](https://daily.dev/sources/uqfpqbodd9zyqvagaimem)** · [@leonidbugaev](https://daily.dev/leonidbugaev) · 27 upvotes · 4 comments ## Summary A public letter proposes a deal with DHH to take over triage and fixes for two components of the Omarchy project (menu and lock-screen), which together account for 464 of roughly 5,700 open issues/PRs. The author, building a tool called Proof, describes a system of versioned requirements, executable checks, MC/DC coverage and deterministic acceptance rules meant to let AI agents propose fixes while maintainers retain authority over product decisions. A detailed case study walks through a JSONC parser bug fix, comparing it against a competing PR using 200,000 generated test documents, and describes infrastructure for tracking claims, worker heartbeats, and stale reviews across a constantly changing codebase. The author cites prior work triaging rsync's 3.5.0 release as evidence of the approach's viability. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@kinurimahoshadhiedirisinghe** · 1 upvotes > Hmm.I agreed with you **@ajaychoudhary80** · 1 upvotes > The interesting part is shifting AI-assisted maintenance from “the agent says it’s fixed” to reproducible evidence that it meets explicit requirements. Deterministic acceptance checks could let AI handle more of the issue backlog without taking product judgment away from maintainers. The real test is keeping those checks trustworthy as the codebase evolves. **@luizdmm** · 1 upvotes > That's super interesting man, the product seems amazing. My question would be how hard it is to maintain the requirements ## Similar posts on daily.dev - [Triaging open source with agents](https://daily.dev/posts/triaging-open-source-with-agents-h3pyrqysx) · Bootstrap · 0 upvotes · 0 comments --- Tags: [#open-source](https://daily.dev/tags/open-source), [#linux](https://daily.dev/tags/linux), [#ai-agents](https://daily.dev/tags/ai-agents), [#testing](https://daily.dev/tags/testing) [View this post on daily.dev](https://daily.dev/posts/xcowwo4bx) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/xcowwo4bx","headline":"DHH: This Is How We Can Fix Everything.","text":"Shared: DHH: This Is How We Can Fix Everything.","url":"https://daily.dev/posts/xcowwo4bx","datePublished":"2026-10-15T20:37:23.445Z","dateModified":"2026-10-15T21:07:19.219Z","author":{"@type":"Person","name":"Leonid Bugaev","url":"https://daily.dev/leonidbugaev","image":"https://lh3.googleusercontent.com/a/ACg8ocLhMgurwTmJElWaH9A8Ju8cHvZxgMCDt009jEYkmFCyUGAoaGSw=s96-c","description":"Head of Engineering at Tyk.io. 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