{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "canivel-dynolab--script-experiments-with-the-python-sdk",
 "repo": "canivel/dynolab",
 "repo_url": "https://github.com/canivel/dynolab",
 "repo_slug": "canivel-dynolab",
 "title": "Script repeat experiments with the Python SDK",
 "page_title": "How to script repeat experiments with the Python SDK with Dynolab",
 "summary": "Run saved experiments from code and collect results as jobs and artifacts.",
 "who": "A developer who needs to rerun the same interpretability experiment across many prompts or settings.",
 "problem": "Clicking through the app for each variant is slow and hard to repeat exactly.",
 "outcome": "A script that submits experiments through the SDK and saves their results as artifacts you can reopen.",
 "steps": [
  "Install the Python package named in the README with `pip install mlx-dyno`. (inferred, check the README)",
  "Open docs/sdk-guide.md and read the sections on jobs and artifacts.",
  "Write a script that starts a model, submits an activation or probe job and waits for it to finish.",
  "Save the returned artifacts and check that they match the run you ran in the app."
 ],
 "agent_prompt": "In the canivel/dynolab repo, read docs/sdk-guide.md and write a Python script that submits an activation job for the model <model-name>. Expected output: a job result and its saved artifacts. Verify the artifact paths and that the job finished without error.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "2 hours",
 "basis": "readme",
 "caveat": "The README gives the SDK distribution name mlx-dyno but no install command, so the pip step is an inference to confirm in docs/sdk-guide.md.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "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"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.6,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/canivel-dynolab/script-experiments-with-the-python-sdk/",
 "md": "https://dedupedai.com/use-cases/canivel-dynolab/script-experiments-with-the-python-sdk/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/canivel-dynolab--script-experiments-with-the-python-sdk.json",
 "api_version": "v1"
}