Step 1
Map one real repository
Review your validator boundaries, Lucid transaction builders, fixtures, CI, and recurring review comments.
Cardano Test Engineer · Team pilot
Prove the workflow on one representative repository.
A focused pilot turns the packaged system into a team-specific operating model. It measures whether the agent improves test completeness and review evidence without weakening engineering ownership.
Adoption based on evidence, not a blanket rollout
Step 2
Configure the engineering system
Adapt playbook routing, source grounding, parity checks, test evidence, and stop conditions to your conventions.
Step 3
Run shadow-mode evaluations
Have engineers compare agent output with current review practice before granting broader repository access.
Step 4
Approve a controlled rollout
Document human review gates, prohibited actions, failure escalation, ownership, and the evidence required for acceptance.
Useful inputs
A representative Aiken + Lucid repository
Examples of accepted and rejected pull requests
Your current test and CI commands
Senior review conventions and known failure patterns
A technical owner who can approve the final gates
Expected outputs
Repository-specific routing and source constraints
Aiken/Lucid parity and evidence checks
Golden, failure-path, and stop-condition evaluations
A documented human review and escalation model
A rollout recommendation based on observed results
Choose a repository that represents the hard work.
Tell MiReVerse what it builds, who reviews it, and which mistakes cost the most time.