During March 2026, Ximi developed two MiniMax provider integrations for the aaif-goose/goose and GitNexus repositories, expanding AI provider options and enhancing long-context support. Leveraging TypeScript, React, and JSON, Ximi implemented Anthropic-compatible API integration in aaif-goose/goose, adding UI-based configuration and a new provider logo. In GitNexus, Ximi integrated MiniMax LLM provider support, exposing API key and model selection in the user interface and aligning with the existing LLM provider architecture. This work improved cross-repository architectural consistency and broadened compatibility with the MiniMax ecosystem, enabling more flexible deployment scenarios and accelerating developer onboarding without introducing new bugs.