01Product Engineering
Turn a rough idea or an existing product into a focused, usable slice, from problem framing through production.
Useful when An idea that needs a sharper first version, or a product that needs a clearer next slice.
Work includes Clarifying the problem, mapping user flows, and building for production.
What the work can leave behind
- Problem framing
- User flows
- Production build
02AI & Automation
Map repetitive work, design the handoffs, and automate the reliable parts while keeping human judgment where it matters.
Useful when A workflow that is clear enough to map, but too repetitive or fragmented to keep doing by hand.
Work includes Mapping the workflow, designing handoffs, and automating reliable parts.
What the work can leave behind
- Workflow mapping
- Human-in-the-loop design
- Operational automation
03Infrastructure & Operations
Clarify deployment paths, system state, and day-to-day maintenance so the live system is easier to operate.
Useful when A live system where releases, access, or operational context are spread across too many places.
Work includes Clarifying deployment paths, system state, and day-to-day maintenance.
What the work can leave behind
- Deployment paths
- Observability
- Runbooks