Security engineering & automation.
Make security work repeatable.
Purpose-built tooling for security review, evidence collection and controlled workflows. Automate preparation and validation while keeping consequential actions accountable.
Make the assumption
explicit.
Security work is more than discovering a finding. Someone needs to reproduce it, understand the boundary, track the change and verify the result. We build focused internal tools that support that loop rather than hiding it behind a dashboard.
Where we focus
- Define narrowly scoped checks and approved data sources.
- Build repeatable browser, API and pipeline workflows.
- Keep evidence useful without collecting credentials or unnecessary private records.
- Add review points, execution controls and recovery behavior.
Useful evidence.
A concrete next step.
The exact deliverables are agreed before the work begins. These are typical outputs, not an unlimited assessment commitment.
A bounded tooling specification
Working internal tool or integration
Tests, execution records and review controls
Documentation and operating ownership
Precisely scoped.
Clearly understood.
No unsupervised offensive agent, indiscriminate scanning or automated consequential action without a defined permission model. Tools support judgment; they do not replace authorization or independent verification.
Three questions to bring
- What can safely run without review?
- What evidence does a reviewer need?
- Who can pause, inspect and recover the workflow?
Understand the boundary.
All technical guides
Retrieved text should not acquire authority.
Design AI-enabled workflows so documents, tool output and other untrusted content cannot decide their own access or actions.
Read articleAutomation needs a clear handoff to people.
Design narrow permissions, meaningful approval points and evidence that makes human review useful.
Read article
A deployment workflow is a privileged application.
Review CI/CD identities, third-party steps and secret lifecycles as part of the production trust boundary.
Read articleStart with the boundary that matters.
Bring the system, the concern and the boundary you want to examine.