add-provider

Adding a new AI provider to a comparison matrix requires synchronizing updates across type definitions, data layers, UI components, and tests. This workflow coordinates those parallel streams to keep provider entries and machine-readable assets aligned.

Synchronizing type system updates during LLM provider integration involves coordinating changes across primitives, data layers, and tests. The workflow ensures all type definitions and file trees stay synchronized across the comparison system.

Managing parallel work streams for UI integration and testing requires coordinating across six streams including UI components, testing, and app integration. This process keeps all artifacts synchronized without blocking dependent streams.

Reference materials like research guides, process docs, and checklists verify provider data before coding UI and tests. This pre-implementation governance ensures correct research and verification happens before any integration work begins.

Test failures occur when adding a provider to the data layer because the comparison system requires synchronized updates across type definitions, UI, and tests. Keeping provider entries aligned across primitives prevents these cross-cutting data integrity issues.