One signed Docker image. Every feature compiled in. Free to run. docker pull crowkis/crowkis:latest
← back to the Roost
operationsMay 17, 2026· 3 min read

A tour of the dashboard: six panels, zero mysteries

Live verdicts, hit-type economics, top misses, safety blocks, tenant accounting, system pressure — what each panel answers and who keeps it open.

The live verdict feed is the dashboard's heartbeat and the fastest trust-builder in the product: every hit, miss, and refusal streams past with its confidence score and the gate that decided — DUAL HIT at 0.94, BLOCKED at stage 3. New operators watch it the way you watch a fish tank; auditors watch it the way they watch evidence.

The economics panels translate engineering into budget language: hit-type breakdown (vector, structural, dual, dedup, reasoning) shows which intelligence earns; saved-spend counts dollars and tokens per tenant and per model; top queries and top misses rank where value concentrates and where pre-warming would pay. The misses list doubles as a roadmap for your docs team.

the crowkis read path — five gates, every one can veto

Reuse only when meaning, structure, confidence, and trust all agree.

Safety and pressure round out the picture: anti-poisoning rejections by stage characterize what your traffic drags in; memory, block-cache, and SSTable-level gauges narrate capacity; license state sits in the corner being uneventful, as licenses should.

The bottom line

Everything mirrors to Prometheus for your real estate, but the built-in view costs zero setup and answers the only question that matters on day one: is this thing earning? It is, and it shows its math.