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simplifiedmachine edited this page Nov 2, 2026
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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.