Journal
Notes from production.
Writing on cloud platforms, governed agent execution, and industry AI in production.
Featured

Platform Engineering 2025: Beyond GitOps Into Intelligence
Platform engineering has reached an inflection point.

Fleet-Ready by Design: Evolving the Kubernetes Platform Stack
The conversations at KubeCon Japan 2025 made one thing clear: platform teams are moving beyond single-cluster thinking.
All writings
From the team that builds these systems.

AI on Kubernetes: From Inference to Intelligence at Scale
The GenAI era demands fundamentally different infrastructure.

Kubernetes's Second Decade — From Single Clusters to Unified Management
From Single Clusters to Multi-Cluster Reality CNCF's 2024 survey shows 49% of enterprises run 4+ clusters in production.
KubeCon + CloudNativeCon Japan 2025: Cloud-Native is Just Getting Started
KubeCon + CloudNativeCon Japan 2025 was declared sold out before the doors opened.

Why Your Cloud Native Strategy Needs a Reality Check (And How to Get One in 15 Minutes)
The Million-Dollar Question Every CTO Is Asking You're staring at a landscape of 1,000+ cloud-native tools.

Kubernetes Upgrades, Done Right (Part 2): Technical Guide
Introduction Kubernetes upgrades often evolve into time-consuming, high-risk projects that strain platform and DevOps teams.

Kubernetes Upgrades, Done Right: Fast, Safe, Repeatable
Introduction In today's enterprise environments, particularly those with traditional IT governance structures, Kubernetes version upgrades often become lengthy, resource-intensive…
Topics we cover
What the team writes about.
Tell us where the work is stuck.
A platform that needs to be operated, a workflow that needs AI, or a demo of how Aokumo AI governs execution.
Talk to our engineers