Stories from the gateway
Models
MiniMax M3: Multimodal Agent Work From a 428B Open Model
M3 is the smallest of the frontier-class open models and the only one that takes video natively. A look at sparse attention, the licence, and where it fits.
· 9 min readModels
Model Routing: Send Cheap Work to Cheap Models
Most requests do not need your most capable model. Routing by task cuts cost sharply and adds resilience — here is how to build it without a mess.
· 8 min readModels
Open-Weight Models in 2026: Licences, Sizes and Trade-offs
· 11 min readModels
Qwen 3.5 for Coding: Picking a Size You Can Actually Run
· 10 min readModels
Small vs Large Models: Why Parameter Count Stopped Meaning Much
· 10 min readModels
Stop Reading Benchmarks. Build a 20-Task Eval Instead.
· 9 min readModels
The Best Model for Refactoring Is the One That Stays in Scope
· 9 min readReady to start?
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