Mingly — Multi-LLM Desktop App
Mingly brings multiple AI models (Claude, GPT, local Ollama models) into a native macOS desktop app. In production since early 2026, with focus on privacy and multi-model routing.
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What we learned
Multi-model routing is only a UX advantage when switching between models works without context loss. In Mingly, history runs model-agnostic — switching from Claude to Ollama mid-conversation works without reload.
Practice proof for our advisory
Experience from Mingly flows directly into our workshops on AI tools in daily work and advisory on multi-model strategies.