Updates
Written thoughts and team deep-dives on everything you need to know about modern AI inference, orchestration, and production serving — by PipeShift.
Posts
How to Deploy Gemma 3
Google's open model, self-hosted and production-ready.
3/20/26
How to Deploy DeepSeek v3.2
Run DeepSeek V3.2 on Your Own Infrastructure
3/24/26
The Black Box Trap: How Rented AI Kills Margins at Scale
What rented inference costs you and how to avoid it.
3/9/26
Understanding Latency in AI Model Deployment
Components that make up latency in AI Agents
3/4/26
Model Selection for Inference Efficiency
Why Performance Trumps Intelligence at Scale
2/1/26
Multi-Region Deployment for AI Reliability
Architecture Lessons From the AWS Failure
2/5/26