{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "jwuthri-cloud/Tracely-ai",
 "name": "Tracely-ai",
 "owner": "jwuthri-cloud",
 "slug": "jwuthri-cloud-tracely-ai",
 "github": "https://github.com/jwuthri-cloud/Tracely-ai",
 "what": "Tracely is a self-hostable tool that grades AI agent traces, clusters failures, freezes bad runs into replayable regression tests, and blocks pull requests that would reintroduce them.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Docker and Docker Compose",
  "For local development: uv, Node 20+ and pnpm",
  "A GitHub repository with pull requests, if you want the CI gate",
  "Python, to install the tracelyai-sdk package"
 ],
 "audience_note": "Engineers and teams who run AI agents in production and want failed real runs to become CI tests instead of hand-written datasets.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/",
 "use_case_count": 6,
 "use_cases": [
  {
   "id": "jwuthri-cloud-tracely-ai--freeze-failing-trace-into-pr-gate",
   "title": "Turn a failing agent trace into a PR-blocking test",
   "best": true,
   "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/freeze-failing-trace-into-pr-gate/",
   "json": "https://dedupedai.com/use-cases/u/jwuthri-cloud-tracely-ai/freeze-failing-trace-into-pr-gate.json"
  },
  {
   "id": "jwuthri-cloud-tracely-ai--group-agent-failures-into-issues",
   "title": "Cluster broken agent runs into one issue per failure",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/group-agent-failures-into-issues/",
   "json": "https://dedupedai.com/use-cases/u/jwuthri-cloud-tracely-ai/group-agent-failures-into-issues.json"
  },
  {
   "id": "jwuthri-cloud-tracely-ai--alert-on-live-agent-judge-failures",
   "title": "Get a Slack or email alert when a live agent run fails",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/alert-on-live-agent-judge-failures/",
   "json": "https://dedupedai.com/use-cases/u/jwuthri-cloud-tracely-ai/alert-on-live-agent-judge-failures.json"
  },
  {
   "id": "jwuthri-cloud-tracely-ai--calibrate-judges-before-they-gate-releases",
   "title": "Check a judge's accuracy before it blocks a release",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/calibrate-judges-before-they-gate-releases/",
   "json": "https://dedupedai.com/use-cases/u/jwuthri-cloud-tracely-ai/calibrate-judges-before-they-gate-releases.json"
  },
  {
   "id": "jwuthri-cloud-tracely-ai--self-host-tracely-on-railway",
   "title": "Deploy the full Tracely stack to Railway in one click",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/self-host-tracely-on-railway/",
   "json": "https://dedupedai.com/use-cases/u/jwuthri-cloud-tracely-ai/self-host-tracely-on-railway.json"
  },
  {
   "id": "jwuthri-cloud-tracely-ai--let-coding-agent-drive-tracely-via-mcp",
   "title": "Let a coding agent query and edit your Tracely workspace",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/let-coding-agent-drive-tracely-via-mcp/",
   "json": "https://dedupedai.com/use-cases/u/jwuthri-cloud-tracely-ai/let-coding-agent-drive-tracely-via-mcp.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}