provenance 6

Provenance-aware execution security for DeepSeek Harness. Track sensitive data across tool calls and stop risky side effects before execution.

Native memory for DeepSeek Harness — auditable facts with evidence chains, powered by StateCore

DeepSeek Harness plugin for bounded, provenance-linked context steady state with recoverable raw history

DeepSeek Harness plugin for Readproof: stable readproof:// identity, freshness policy, snapshots, per-run manifests, diff, byte-exact replay, and evidence bundles as model-callable tools.

DeepSeek Harness out-of-tree plugin: a file panel beside the conversation — the session's workspace as a tree, the files it produced pinned above, and a mark on every row it touched.

Claude Science-style research workbench for DeepSeek Harness: ReAct research-loop engine (research_* tools), versioned artifacts with provenance (artifact_* tools), SSH remote-compute engine for long bioinformatics jobs on workstations/HPC (remote_* tools