{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "canivel/dynolab",
 "name": "dynolab",
 "owner": "canivel",
 "slug": "canivel-dynolab",
 "github": "https://github.com/canivel/dynolab",
 "what": "Dyno Lab is a free, open-source Mac app for running local AI models and investigating their behavior with activations, probes, SAEs, interventions, agent tests, and a Python SDK, HTTP API and MCP bridge.",
 "why": "",
 "language": "Swift",
 "requirements": [
  "An Apple Silicon Mac running macOS 14 or later",
  "The Dyno app downloaded from the latest GitHub release",
  "An MLX model downloaded through Discover in the app"
 ],
 "audience_note": "Built for AI safety and interpretability researchers and developers on Apple Silicon Macs who want to test model behavior locally.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/canivel-dynolab/",
 "use_case_count": 5,
 "use_cases": [
  {
   "id": "canivel-dynolab--run-claude-code-on-local-model",
   "title": "Run Claude Code or Codex on a model you own",
   "best": true,
   "url": "https://dedupedai.com/use-cases/canivel-dynolab/run-claude-code-on-local-model/",
   "json": "https://dedupedai.com/use-cases/u/canivel-dynolab/run-claude-code-on-local-model.json"
  },
  {
   "id": "canivel-dynolab--test-agent-team-under-a-rule",
   "title": "Test whether an agent breaks a rule to reach a goal",
   "best": false,
   "url": "https://dedupedai.com/use-cases/canivel-dynolab/test-agent-team-under-a-rule/",
   "json": "https://dedupedai.com/use-cases/u/canivel-dynolab/test-agent-team-under-a-rule.json"
  },
  {
   "id": "canivel-dynolab--reproduce-identifier-fidelity-probe",
   "title": "Reproduce the identifier-fidelity probe experiment",
   "best": false,
   "url": "https://dedupedai.com/use-cases/canivel-dynolab/reproduce-identifier-fidelity-probe/",
   "json": "https://dedupedai.com/use-cases/u/canivel-dynolab/reproduce-identifier-fidelity-probe.json"
  },
  {
   "id": "canivel-dynolab--keep-a-local-research-notebook",
   "title": "Keep a local notebook of a research question",
   "best": false,
   "url": "https://dedupedai.com/use-cases/canivel-dynolab/keep-a-local-research-notebook/",
   "json": "https://dedupedai.com/use-cases/u/canivel-dynolab/keep-a-local-research-notebook.json"
  },
  {
   "id": "canivel-dynolab--script-experiments-with-the-python-sdk",
   "title": "Script repeat experiments with the Python SDK",
   "best": false,
   "url": "https://dedupedai.com/use-cases/canivel-dynolab/script-experiments-with-the-python-sdk/",
   "json": "https://dedupedai.com/use-cases/u/canivel-dynolab/script-experiments-with-the-python-sdk.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."
}