{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "mosonlab-anneal--run-several-projects-in-parallel",
 "repo": "mosonlab/anneal",
 "repo_url": "https://github.com/mosonlab/anneal",
 "repo_slug": "mosonlab-anneal",
 "title": "Run chains for several projects at the same time",
 "page_title": "How to run chains for several projects at the same time with Anneal",
 "summary": "Queue tasks across multiple repositories and let independent chains run in parallel on one machine.",
 "who": "A developer maintaining several repositories who wants backlog items moving in each project at once.",
 "problem": "Working through several repositories one chain at a time leaves most of the machine and subscription capacity idle.",
 "outcome": "Chains for different projects and tasks progress in parallel, limited only by machine resources and subscription rate limits.",
 "steps": [
  "Add each repository as a project following the pull-request workflow guide.",
  "Queue one or more specs per project on the board.",
  "Register additional runners if you want more throughput, keeping within your machine and subscription limits.",
  "Watch the board and answer Inbox questions as they appear, since each chain pauses until a human decision is given."
 ],
 "agent_prompt": "Using the mosonlab/anneal repository, queue one spec for each of the projects <project-a> and <project-b> on the board, then report which chains are running at the same time. Verify that both chains advance without waiting on each other.",
 "agents": [
  "codex",
  "claude-code"
 ],
 "difficulty": "Advanced",
 "time": "2 hours",
 "basis": "readme",
 "caveat": "The README gives no concurrency numbers, so the practical limit depends on your own machine and your provider plan limits.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "typescript",
 "requirements": [
  "An Apple Silicon Mac or a Linux machine (Ubuntu 24.04 LTS verified)",
  "Node.js satisfying ^20.19.0 || ^22.13.0 || >=24, with 22.17.0 from .nvmrc and npm 10.9.2 or later",
  "Docker Compose and Git",
  "The official Codex CLI, signed in under the account that runs the runner (Claude Code and Pi optional)",
  "A test repository to try it on before pointing it at real work"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/mosonlab-anneal/run-several-projects-in-parallel/",
 "md": "https://dedupedai.com/use-cases/mosonlab-anneal/run-several-projects-in-parallel/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/mosonlab-anneal--run-several-projects-in-parallel.json",
 "api_version": "v1"
}