Ray Kao
Practitioner. Building and writing at the edge of agentic systems and platform engineering.
The Bobiverse book series accidentally wrote the best conceptual map for what the software industry is building right now. Here's why.
AI is not a feature to add to individual tools. It is the coordination layer that should sit above all of them. Here is the model and what I am seeing in practice.
A demo of GitHub Copilot's spec kit in the context of M365 WorkIQ - from intent to working spec with AI in the loop.
What does an AI agent that diagnoses Kubernetes cluster problems actually look like in practice? Part 1 of a two-part demo on the GBB channel.
How to configure and tune the Cluster Doctor agent for real environments. Part 2 of the agentic platform engineering demo series.
Modern infrastructure scales infinitely. Human cognitive capacity does not. Platform engineering is the industry's response to that gap.
Every solution we build creates three new problems. The bottleneck has never been compute - it's been human cognitive capacity.
A live introduction to GitHub Advanced Security - what it covers, how it fits into the developer workflow, and where to start.
Getting MLFlow running inside GitHub Codespaces - a demo of reproducible ML experiment tracking in a cloud dev environment.
How GitHub Advanced Security, Azure DevOps, and Defender for Cloud DevOps Security fit together into a coherent supply chain security posture.
A practical walkthrough for resolving C++ library issues in GitHub Codespaces using Miniconda3 - a common friction point in cloud dev environments.
A beginner-friendly series explaining the web fundamentals that Power Apps makers need to know: APIs, JSON, and REST.
An introduction to the AKS production baseline - the foundational architecture decisions that separate a production-ready cluster from a demo.
AKS Office Hours session covering private clusters - live Q&A on the networking, access, and operational patterns.
How to set up private AKS clusters - keeping the API server off the public internet and understanding the networking trade-offs.