{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "nuglifeleoji/Sentry",
 "name": "Sentry",
 "owner": "nuglifeleoji",
 "slug": "nuglifeleoji-sentry",
 "github": "https://github.com/nuglifeleoji/Sentry",
 "what": "Sentry is an external runtime failure management layer for LLM agents that detects failures, guides recovery, and learns reusable lessons from recoveries that work.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.10 or later, and git",
  "A model provider configuration, such as an OpenAI-compatible or OpenRouter config file",
  "For the AppWorld benchmark: Python 3.11, an OPENROUTER_API_KEY, and enough disk space for the AppWorld data download",
  "For the paper summary: a web browser to open the arXiv link"
 ],
 "audience_note": "Built for developers and researchers who run LLM agent loops and want runtime failure detection and recovery without replacing their agent, environment, or evaluator.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/nuglifeleoji-sentry/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "nuglifeleoji-sentry--add-failure-recovery-to-agent-loop",
   "title": "Add runtime failure recovery to an agent loop",
   "best": true,
   "url": "https://dedupedai.com/use-cases/nuglifeleoji-sentry/add-failure-recovery-to-agent-loop/",
   "json": "https://dedupedai.com/use-cases/u/nuglifeleoji-sentry/add-failure-recovery-to-agent-loop.json"
  },
  {
   "id": "nuglifeleoji-sentry--benchmark-agent-recovery-on-appworld",
   "title": "Benchmark agent recovery on AppWorld tasks",
   "best": false,
   "url": "https://dedupedai.com/use-cases/nuglifeleoji-sentry/benchmark-agent-recovery-on-appworld/",
   "json": "https://dedupedai.com/use-cases/u/nuglifeleoji-sentry/benchmark-agent-recovery-on-appworld.json"
  },
  {
   "id": "nuglifeleoji-sentry--summarize-sentry-findings-for-research",
   "title": "Summarize Sentry's recovery findings from the paper",
   "best": false,
   "url": "https://dedupedai.com/use-cases/nuglifeleoji-sentry/summarize-sentry-findings-for-research/",
   "json": "https://dedupedai.com/use-cases/u/nuglifeleoji-sentry/summarize-sentry-findings-for-research.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."
}