The Mobile Engineer's Guide to System Design Interviews

12% OFF MiniMax M2.7 - The SOTA Cowork Agent Model That Just Outranked Opus and Gemini 3.1. (Partner)
MiniMax M2.7 is here, and it’s unlike any agent model released before it.
Built on their proprietary SOTA Cowork Agent Model architecture, M2.7 shows early echoes of self-evolution: the ability to follow complex, layered instructions across long workflows without losing the thread.
At 5 tools, every model looks sharp.
At 40, almost all fall apart silently.
Wrong tool invoked. Step missed. No error thrown. You find out 3 days post-deploy.
M2.7 was tested across 40 complex skills, each exceeding 2,000 tokens.
Skill adherence rate: 97%.
Here’s what that looks like in production:
Most models are built to write code.
M2.7 is built to understand your production systems.
And it ships inside something new: the world’s first subscription plan for an all-modality-capable model. One API key covers M2.7, Speech, Image, Video, and Music generation; the full stack, no provider switching.
MiniMax Token Plan 12% OFF



