Overview / Settings
Recorded from DataHub Core

Configure

Settings

Connection state and the audit target this console reports on.

Connection

DataHub

Recorded from DataHub Core
State
read-only demo, no catalog connected
Server
not set
Detail
This deployment is read-only and connects to no catalog. Every audit shown was produced against a live DataHub Core 1.5.0.6 instance.
Latency
-
Write-back
unavailable

Nothing is misconfigured here. Run the console locally against your own DataHub and this card fills in, the status turns green, and write-back becomes available.

Audit target

What this console audits

Name
credit_default
Scenario
scenarios/credit_default/scenario.json
Transformation
examples/leaky_feature.sql
Remediation
examples/remediation.sql
Post-outcome table
payment_events_after_decision
Target URN
not bound
Synthetic data
yes

Change the target with hindsight serve --audit path/to/audit.json, or set HINDSIGHT_AUDIT. When Target URN is bound, Hindsight refuses to publish this verdict to any other asset — writing evidence onto something it does not describe would put false findings in your catalog.

Safety

Operating boundaries

  • Dry-run by default. Nothing is written to the catalog without explicit approval.
  • Every write is re-read. A write that cannot be read back is treated as a failure.
  • No authentication. This console can write to your catalog. It binds to loopback by default; put it behind an authenticating proxy before exposing it.
  • An LLM cannot promote a verdict. Only deterministic evidence reaches confirmed.