The parts, and why each one exists

Six pieces, one loop. The Router decides, the Ledger proves, Shadow Mode lets you watch before you commit, the Model Manager removes the local-AI homework, rules files make your standing instructions stick, and the native agent gives the whole thing a front door. Every piece below links to its own page with the details and the honest limits.

Router

Task-aware routing with acceptance floors under it. Cheap that holds.

Planned — not in the Stage A build.

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Shadow Mode

A 30-day spend audit that changes nothing about your setup.

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Ledger

A Waybill per task; savings with the method attached.

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Local Model Manager

From bare GPU to a working, recommended setup in one click.

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Rules files

Standing instructions that load every time, not most of the time.

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Agent & VS Code

Plan preview, verified diffs, checkpoints, one-click revert.

Planned — not in the Stage A build.

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Change nothing for 30 days. Keep the report.

Shadow Mode passes every request through untouched. At the end you have a report built from your own traffic, and you have changed nothing to get it.