LLMOps

One live map of your whole LLMOps lifecycle: data, models, retrieval, agents, quality gates, release, monitoring, feedback and the improve loop, each stage read from the extension that owns it.

What you can do

• See every lifecycle stage on one flow, with a status dot per stage: green when healthy, amber when something deserves a look, red when a gate the workspace itself declared is failing.
• Read each stage's live numbers: knowledge bases and indexed chunks, AI cores and instruction classes, the last measured retrieval scores, governed agent runs, suite results against their own thresholds, export targets, call and error counts, and what waits for a person.
• Jump from any stage into the panel that owns the work: Knowledge, AI Cores, Instruction Classes, Monitor, Evals, Guardrails, Policy Export, Evidence.
• Watch the continuous-controls lane over the flow: how many capabilities the gate governs, what the workspace policy declares, and what the audit trail holds.

The map only reads. Every action it offers is a jump into the owning panel, so the work happens under that panel's own permissions and approvals.

Honest numbers

• Counts come from this machine's audit trail, inside its retention window; they are not usage of the product elsewhere.
• A count read through a capped window shows as a lower bound (≥ n), never as a total.
• A source that cannot be read says "cannot tell"; it is never drawn as empty.
• When guardrail scores are marker-only or the embedder is the hash placeholder, the stage says so on its face.

Getting started

1. Open the LLMOps icon in the activity bar, or run "LLMOps: Open Process Map" from the command palette.
2. Click any stage to see its full numbers and captions in the pane under the map.
3. Use the buttons in that pane to open the panel that owns the stage and do the work there.

Requirements

The map works with whatever is installed and says what is missing. Stages light up as their owners are present: Knowledge and Vectors for data and retrieval, Evals and Guardrails for quality, Policy Export and Evidence for release, Monitor for runs.