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Pull Request Demo for LiL training.

Summary initialize_viewdata() restores the filter and data-sorting from any command object previously stored in session[ gridData ] under the same trans_id, and assumed that object was always a filter-capable ...

Summary - Replace pipenv with uv as the Python environment and dependency manager: Pipfile/Pipfile.lock removed, committed uv.lock + .python-version (3.13) added, dev tooling moved to PEP 735 [dependency-groups], ...

Summary Extends the metric-coherence contract from web/docs/metric-coherence.md to the ops-side synthetic fixture generators so the live-backend demo cannot produce figures that silently contradict each ...

Summary - adds safe debounced auto-refresh command for mailbox changes - coalesces INBOX/SENT changes before running daily-core - includes lock, cooldown, pause file, and large-sent-batch guard ...

completion of the frontend

Six verified fixes from a principal-engineer review of the week s shipped PRs. Each is minimal and idiomatic to the surrounding code; regression tests added where a natural home exists. - Empty assistant ...

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