Factory management, rebuilt with coding agents
5× test coverage, six systems consolidated into one
- Sector
- Casting and manufacturing
- Market
- United States
- Timeline
- 2026
5×growth in end-to-end test coverage
6 → 1systems consolidated
Real timecart visibility and quality enforcement
The challenge
Operators had no real-time view of carts on the floor, scrap was tracked after the fact, quality checks were on paper, and data sat in six disconnected systems.
What was built
- A stage-pipeline dashboard with drag-and-drop cart movement
- Quality checklists enforced at every stage transition
- Scrap tracking with reason codes, photos and threshold alerts
- Built-in analytics and integration with the casting cells
How it was built
- Claude Code in the terminal and VS Code: Opus for planning and architecture, Sonnet for build and refactoring
- End-to-end tests driven through Playwright MCP