AgentControl (vxcli agentcontrol)

Dashboard summary across every sub-resource (agents, deployments, training, etc.

List configured LLM providers and their default models on the tenant node.

Kafka / Redis / Celery connectivity + active-task counts.

Roll-up health status across every registered model.

Server-side agents (the My Agents tab).

Datasets — list / get / upload (multipart) / download (binary) / preview rows / delete.

Fine-tuning jobs — list / get / create / delete / delete-all.

Training jobs — full CRUD plus clone, restart, logs, metrics, chat, export, tests, qa.

Pipelines (training jobs where type=pipeline).

Model serving — generate a deployable vLLM OpenAI-compatible artifact (docker-compose + command args + test curl) for a base model and optional LoRA adapters.

Vector artifacts produced by the source pipeline — semantic query, FAISS/ChromaDB download, 2D PCA visualize, promote-to-production, upload, delete.

Knowledge bases — list / get / create / delete / delete-all.

Tools & actions — list / create / update (PATCH) / delete.

MCP servers — list / add / refresh / delete.

Evaluation runs (Benchmarks tab).

Programming tab — run a one-shot snippet on the tenant node (python / bash) and persist / fetch saved snippets.

AgentControl-side models (Upload Custom + Soft-Delete All from the Models tab).

Model endpoints (My Deployments sub-tab).

Browse-Models catalog (the Models > Browse Models sub-tab).

Web assets — list / create / delete.

Legacy /benchmarks/ surface.

AgentControl workflow shim (list + trigger).

List repos, import a dataset from a repo, browse repo contents.

Deploy targets — VMs available as deployment hosts.

Discover the agentcontrol endpoints reachable on the tenant node.

Persistent flag on every `agentcontrol` sub-command — overrides X-Tenant-ID for that call.