{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "jinzijian/EvoTrace",
 "name": "EvoTrace",
 "owner": "jinzijian",
 "slug": "jinzijian-evotrace",
 "github": "https://github.com/jinzijian/EvoTrace",
 "what": "EvoTrace is a local-first compiler that turns real Claude Code and Codex sessions into evidence-backed training data, replayable coding tasks, and verified execution rewards, built on DeepSeek Harness.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Existing Claude Code or Codex session history on the local machine",
  "Git, and Node.js 22.19+ or 24+ for the DeepSeek Harness app",
  "A model provider configured in Harness Settings for review, hardening, calibration, and evolution",
  "Docker, only when building or validating executable environments"
 ],
 "audience_note": "Built for ML engineers and developers who have Claude Code or Codex history on their machine and want to turn it into post-training or evaluation assets.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/jinzijian-evotrace/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "jinzijian-evotrace--mine-coding-history-for-candidates",
   "title": "Find the worth-keeping sessions in your coding history",
   "best": true,
   "url": "https://dedupedai.com/use-cases/jinzijian-evotrace/mine-coding-history-for-candidates/",
   "json": "https://dedupedai.com/use-cases/u/jinzijian-evotrace/mine-coding-history-for-candidates.json"
  },
  {
   "id": "jinzijian-evotrace--build-and-validate-executable-task",
   "title": "Compile a session into a Docker-validated coding task",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jinzijian-evotrace/build-and-validate-executable-task/",
   "json": "https://dedupedai.com/use-cases/u/jinzijian-evotrace/build-and-validate-executable-task.json"
  },
  {
   "id": "jinzijian-evotrace--harden-and-calibrate-verified-task",
   "title": "Make a verified task harder and measure its difficulty",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jinzijian-evotrace/harden-and-calibrate-verified-task/",
   "json": "https://dedupedai.com/use-cases/u/jinzijian-evotrace/harden-and-calibrate-verified-task.json"
  },
  {
   "id": "jinzijian-evotrace--test-experience-transfer-held-out-task",
   "title": "Test whether compressed experience transfers to a new task",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jinzijian-evotrace/test-experience-transfer-held-out-task/",
   "json": "https://dedupedai.com/use-cases/u/jinzijian-evotrace/test-experience-transfer-held-out-task.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."
}