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Roadmap

simplifiedmachine edited this page Nov 2, 2026 · 3 revisions

Roadmap

0.1: markers in notes, configs, scripts and the paper; results files; the map, the diff and warnings; checkpoints, the live page, the Claude Code hook, setup claude and the MCP server.

Also in 0.1: MLflow and W&B runs as results (sync), and suggest (markers proposed by your LLM, as a patch).

Next

  • Claims checked against numbers: expects: acc > 0.85 on a claim, and a warning when a result no longer meets it.
  • A Claude Code plugin, and PyPI releases.

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