Safe by design, not by promise.
An agent near production data has to earn trust. Varqeni is built so that it cannot do the things you would worry about.
Read-only first
Tier 1 has no write access at all. It observes and reports.
A person approves
No action runs without a human approving that specific incident.
Narrow actions
Tier 2 can run only a short, reviewed list of known fixes, and nothing else.
Verified findings
Findings are checked against evidence before they are shown.
Everything recorded
Signals, evidence, approvals and actions keep a full audit trail.
Least privilege
Each pipeline is watched through its own read-only access, scoped to what it needs.
See it on your own pipeline
Varqeni is in early access. Tell us about your pipelines and we will set up a trial around them.