Engineering Insights & Articles
Blog
Frontier-model releases and managed-service guides, translated into the few things that actually change what you build.
GovernanceAI Safety is Mostly Engineering Right Now
AI safety isn't just philosophical debates. It is guardrails, red teaming, and why a system prompt isn't enough.
Cloud ServicesAWS SageMaker: When to Use It (And When Not To)
SageMaker is huge, expensive, and powerful. Here is when you actually need it, and when you are just burning money.
EcosystemOn-Device Inference: Running LLMs on Your Phone
Running LLMs on a phone isn't a gimmick anymore. It is how you fix latency and privacy in one shot.
Model NewsThe Open-Weight Landscape in 2026
The gap between closed and open-weight models is basically gone. Here is what that means for developers.