May 14, 2026
The Graduation Pipeline for AI Workloads
Most over-budget AI products are running the wrong workloads on the wrong models. A three-tier framework for routing inference and where the real savings live.
Cost Analysis
May 8, 2026
The Best AI Engineers Are Engineers First
Four traits we hire for in AI engineers, in order, and why pedigree-only hiring fails six months in.
AI Engineering
Apr 6, 2026
OpenClaw Is a Mall, Not a Factory
Why OpenClaw is great for exploration but wrong for production business workflows. The cost, privacy, and architectural tradeoffs of general-purpose AI agents.
Agentic AI
Jan 25, 2026
The Amnesia Problem: Architecting Long-Term Memory
Why AI agents forget, the dangers of memory poisoning, and why you should start with Postgres instead of GraphRAG.
Agentic AI
Jan 22, 2026
The Semantic Backbone: Local vs. Hosted Embeddings
Why embedding models are the nervous system of agentic AI—and when you should own the weights instead of paying the token tax.
AI Engineering