{
 "schema_version": 1,
 "generated": "2026-10-19",
 "id": "feder-cr-git-ai--reproduce-the-50-agent-benchmark",
 "repo": "feder-cr/git-ai",
 "repo_url": "https://github.com/feder-cr/git-ai",
 "repo_slug": "feder-cr-git-ai",
 "title": "Reproduce the 50-agent landing benchmark on your own machine",
 "page_title": "How to reproduce the 50-agent landing benchmark on your own machine with git-ai",
 "summary": "Run the repo's acceptance script to compare classic retry-based landing with batched compare-and-swap landing.",
 "who": "Engineer evaluating gitai who does not want to trust published numbers without running them",
 "problem": "The README claims 200 landed changes versus about 100 for classic landing, but you need to see it on your hardware.",
 "outcome": "You get your own landed-count, attempts-per-change and latency figures for 50 agents landing 250 changes with planned conflicts.",
 "steps": [
  "Build the repo with: make build",
  "Run the benchmark script at examples/graft/demo/acceptance-phase4.sh",
  "Compare the classic and gitai columns for changes landed and attempts per landed change",
  "Read doc/graft/BENCH.md for the other agent counts"
 ],
 "agent_prompt": "In feder-cr/git-ai, run examples/graft/demo/acceptance-phase4.sh after make build and report changes landed, attempts per landed change and p99 latency for classic versus gitai. Verify that the roughly 50 unlanded changes in the gitai run are the planned conflicts.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "field",
 "caveat": "The README numbers come from one 16-core machine and a run without a conflict resolver; a smaller machine will show different lands per minute.",
 "category": "Software & DevOps",
 "tags": [
  "Software & DevOps"
 ],
 "lang": "go",
 "requirements": [
  "Linux or macOS",
  "Go 1.26, a C toolchain, Meson and Ninja (the build compiles a bundled Git)",
  "No paid keys needed; conflict resolution can use any LLM provider, a deterministic tool, or none",
  "SQLite or PostgreSQL plus object storage (file, S3, GCS, Azure) only if you move the repo state off local Git"
 ],
 "risk": "none",
 "seen_in_the_wild": true,
 "best": false,
 "score": 0.667,
 "evidence": [
  {
   "platform": "x",
   "url": "https://x.com/i/web/status/2111611970294255692",
   "posted": "2026-10-18"
  }
 ],
 "url": "https://dedupedai.com/use-cases/feder-cr-git-ai/reproduce-the-50-agent-benchmark/",
 "md": "https://dedupedai.com/use-cases/feder-cr-git-ai/reproduce-the-50-agent-benchmark/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."
}