Blog
Technical insights from real engagements.
The difference between AI-assisted development and agentic development is not incremental. It is architectural. Most teams are using AI wrong.
AI AgentsDevOpsProductivityArchitecture
20 April 2026 · Peter Hinge · 7 min read
Read article Read article: Your team is the bottleneck, not your backlogMost 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.
MLOpsInfrastructureFastAPIArchitecture
19 March 2026 · Mico Boje · 5 min read
Read article Read article: Not everything needs real-time inferenceThe same five problems show up in almost every production Kubernetes cluster we audit. Here is what they are and what to do about them.
KubernetesSecurityDevOps
12 January 2026 · Mico Boje · 7 min read
Read article Read article: What we find in most Kubernetes cluster reviews