HB Development Case studies & writing
Work
Proof first, then the thinking behind it. Case studies from production engagements, and the notes we write along the way.
Case studies
Writing & notes
AI Agents · DevOps
Your team is the bottleneck, not your backlog
The difference between AI-assisted development and agentic development is not incremental. It is architectural. Most teams are using AI wrong.
20 April 2026 · Peter Hinge · 7 min read
MLOps · Infrastructure
Not everything needs real-time inference
Most ML predictions can run as a batch job. Knowing which ones actually need an API is the decision that determines your infrastructure cost, complexity, and reliability.
19 March 2026 · Mico Boje · 5 min read
Kubernetes · Security
What we find in most Kubernetes cluster reviews
The same five problems show up in almost every production Kubernetes cluster we audit. Here is what they are and what to do about them.
12 January 2026 · Mico Boje · 7 min read