Selected work
Engineering work with its status made explicit.
Product profiles explain current capabilities. Work notes focus on the problem, decision, evidence, and boundary that can be reviewed today.
AI systems / engineering governance
AI Agent Kit
An open engineering foundation for repository-aware agent workflows with explicit authorization and evidence boundaries.
Applied AI / incident intelligence
IncOv
A product exploration for turning operational incidents and reviewed knowledge into bounded, reusable decision support.
Release intelligence / open source
Gig
Evidence-first release intelligence focused on tracing the path from source change to production truth.
How to read this work
Five lenses keep description separate from proof.
- 01
Problem context
What gap or operating condition gives the work a reason to exist.
- 02
Decision
What direction or boundary the work makes explicit.
- 03
Constraints
What the current scope and maturity do not claim.
- 04
Evidence
What can be inspected or verified in the current public description.
- 05
Current status
How the work is described today without implying a finished outcome.
Built for environments where architecture, security, evidence, and human responsibility matter.
Enterprise dimensions
- Deployment boundary
- Data ownership
- Approval model
- Auditability
- Integration strategy
- Rollback evidence