The memory layer for AI-assisted ML development

Stop re-explaining your ML project to every AI.

Segue keeps your model project's goal, evaluation rules, best known model, decisions, failed approaches and next steps in one brief your assistants can load. Keep Git for code and your experiment tracker for runs.

Works over MCP with OAuth · ChatGPT · Claude · Claude Code · Cursor · Codex

Across tools and sessions

Keep the reasoning that code and runs leave out.

One project brief. A useful starting point in every AI.

  1. Create your project brief

    Start with the nine-section ML template and the material you choose to save.

  2. Resume in your AI

    Load the same handle. Get a compact snapshot, then open the sections you need.

  3. Bring back what changed

    Review the complete proposed changes in Segue before you approve them.

Built for work that changes

Project state that stays useful.

Keep the learning, the evidence and the next decision connected.

Example · Experiment learnings
Hard-negative sampling

No gain on the held-out set.

Keep the baseline. Revisit the data.
What we learned

Record the outcome and the reason.

Remember failed approaches

Keep the outcome and the reason, so your next session can build on what you learned.

Example · Artifact links
GITEvaluation code
RUNBaseline experiment
DATADataset version

Keep evidence close

Link the commits, runs and datasets behind a decision. Your artifacts stay in their original tools.

Example · Freshness
Evaluation datasetUpdated
Best known modelNeeds review

Check this conclusion against the new data.

Know what needs checking

Spot stale answers and changed inputs before you carry a conclusion into the next session.

Example · Section history
v3
Restored as a new revision

The earlier value becomes current.

Current

Review and restore

See earlier section values. Restore one as a new revision while keeping the history.

Only what you choose to save.

Segue does not record conversations in the background or run model inference on your content. Your assistant reads the material you select. Export and delete your memory on any plan.

Do I need MLflow or Weights & Biases?

No. Use plain Git, or link your tracker runs from the brief.

Can I keep AGENTS.md?

Yes. Keep repository conventions there and link the evolving project state in Segue.