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Project status and next work

This status describes the source reviewed for the documentation modernization. It is not a live service dashboard.

Local inference, embedded RAG, API access, model routing, repository prompt/playbook assets, and static documentation are implemented. Their presence does not remove the limitations below.

AreaWork required before stronger claims
SecurityAddress tracked credentials, credential logging, ownership checks, and shared semantic history
MemoryRetrieve recent messages and remove expired content from both stores
DeploymentRepair Docker/service import paths and deploy exact revisions
RecoveryCapture complete consistent state and verify restoration
ConfigurationWire documented settings into consumers or remove unsupported settings
ValidationMake routing mismatches fail tests; add meaningful API and isolation checks
PerformanceAvoid blocking the API worker during long inference

These are backend/operations changes, not fixes implemented by this documentation update.

The model-training pipeline and planner/executor workflow need broader evaluation. Training artifacts establish that an experiment produced files, not that a new model is ready to replace a baseline.

Kubernetes/cloud deployment, SSO, multi-tenant support, advanced security controls, certification, and automated learning progress are potential future work. They are not current installation choices or available labs.

Next: Pick a scoped issue and follow the contribution workflow.