Data
Data Agents Need Shared Business Context
Databricks’ Genie One MCP release raises a practical question: can different agents use the same definitions, permissions, and evidence?
Read PerspectiveWhat’s changing.
What deserves attention.
A considered look at developments in data, AI, and infrastructure, with source links and practical questions for the teams evaluating them.
SELECTED PERSPECTIVES
AI/ML
AI: Measure Cost per Accepted Outcome
Claude Sonnet 5.5’s efficiency claims are a reason to evaluate complete workflows, including retries, review effort, and accepted results.
Read Perspective
Infrastructure
Scale to Zero Needs a Wake-Up Plan
Kubernetes 1.37 makes HPA scale-to-zero a default-enabled Beta feature. The operational decision is how reliably work resumes.
Read PerspectiveNo matching updates
Try another keyword or explore all topics.
Look beyond
the announcement.
Each piece connects a development to the decisions a team may need to make. Source reporting, vendor claims, and my analysis are kept distinct so you can examine the reasoning for yourself.
Explore Insights for writing on engineering leadership, architecture, and everyday delivery practices.
Read My Insights