Engineering Ops
Engineering Ops is an AI-powered QA and Security governance platform built on Claude Managed Agents.
Core trick
Five parallel agents scan code and map findings to compliance clauses, pushing auto-fixes only after tests pass and a human approves.
Description
Engineering Ops is an AI-powered QA and Security governance
platform built on Claude Managed Agents.
As an AI-powered XR studio, our developers at MinistryXR
ship faster than ever using AI coding tools. But our QA
and security processes couldn't keep up. Outsourced reviews
were costly, manual security audits took days, and compliance
mapping was done by hand.
Engineering Ops uses five specialized Claude Managed Agents
working in parallel to automate QA testing, security scanning,
dependency analysis, and code fixing all with human approval
at every critical step. Every finding is automatically mapped
to PDPA, CCoP 2.0, and ISO 27001 compliance clauses.
Supervisors assess findings, sign off, and maintain a full
audit trail. The Auto-Fix agent writes tests first and only
pushes to GitHub when all tests pass.
Tested live on our actual MinistryXR codebase — 33 issues
found in under less than 25 minutes. What previously took a week
of outsourced review now happens in minutes.
The linked repo returns 404, so it was deleted or made private.