Enterprise SoftwareNeuBird modernizes its web and desktop frontends with a Claude-powered agentic migration toolkit
Viamagus built a Claude-powered agentic AI toolkit that migrated NeuBird's web and desktop frontends onto a modern, well-architected foundation. It enforces consistent patterns and maximizes shared code across web and desktop.
3×
Faster migration
- Sector
- Enterprise Software
- Client
- NeuBird

“Building UI with agents is difficult. There is a lot that can deviate between each new feature or change. Using the Agentic AI kit really helped lock in a consistent pattern, from page layout and styling all the way down to UI architecture and observability. It substantially reduced our development time for UI-driven features while also increasing the reliability of UI work.”
Justin Griffin — Head of Product and Operations, NeuBird
The Challenge
- Web and desktop apps had similar functionality but separate codebases, duplicating effort on every change.
- Building with agents alone produced drift: layout, styling, code consistency, quality and architecture varied between features, which increased developer effort and turnaround time.
The Solution
- A modern boilerplate with clear architecture, layering rules, patterns, coding guidelines and reusable components.
- Claude-compatible skills, plugins and additional tooling that lock in consistent patterns, from page layout and styling down to UI architecture and best practices.
- Tooling for workflows that migrated the app screen by screen and flow by flow, consolidating shared logic across web and desktop.
Business Impact
- Optimized codebase, with 50% of frontend code shared/optimized across web and desktop.
- 3x faster migration.
- Beyond migration, substantially faster delivery of new frontend screens and features.