{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "jwuthri-cloud-tracely-ai--group-agent-failures-into-issues",
 "repo": "jwuthri-cloud/Tracely-ai",
 "repo_url": "https://github.com/jwuthri-cloud/Tracely-ai",
 "repo_slug": "jwuthri-cloud-tracely-ai",
 "title": "Cluster broken agent runs into one issue per failure",
 "page_title": "How to cluster broken agent runs into one issue per failure with Tracely AI",
 "summary": "Collapse dozens of failed runs into a single counted issue with a suggested evaluator.",
 "who": "A team lead or on-call engineer facing a flood of failed agent runs who needs to know which problem is actually happening.",
 "problem": "Reading failed runs one by one does not show which failure modes are recurring or which check would have caught them.",
 "outcome": "Failures are grouped by structure and meaning into clusters with counts, each with a suggested evaluator and an option to promote it to a case.",
 "steps": [
  "Run `docker compose --profile demo up -d --build --wait` to load the seeded traces and clusters.",
  "Open http://localhost:3001 and go to the clusters view.",
  "Compare cluster counts and open the largest cluster to read its trace examples.",
  "Check the suggested evaluator for that cluster and add it to the trace table if it fits.",
  "Promote the most important cluster to a regression case."
 ],
 "agent_prompt": "In the Tracely-ai repository, run `docker compose --profile demo up -d --build --wait`, then open the clusters view at http://localhost:3001. List the top three clusters with their counts and suggested evaluators. Verify that the counts add up to the total number of failed traces shown.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The demo data is seeded for exploration, so cluster names and counts reflect that sample, not your production agent.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "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"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/group-agent-failures-into-issues/",
 "md": "https://dedupedai.com/use-cases/jwuthri-cloud-tracely-ai/group-agent-failures-into-issues/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/jwuthri-cloud-tracely-ai--group-agent-failures-into-issues.json",
 "api_version": "v1"
}