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This is a personal blog. All opinions are my own and not those of my employer.

From Clawdbot to GAINet: When Agent Experiments Outrun Accountability

This post didn’t start as a philosophical musing about AI.

It started with a very practical, very familiar …

OID-See v1.0.1 is out 🎉

This is a precision release.

No shiny new dashboards.
No dramatic architectural upheaval.
Just tighter logic, fewer false positives, and a scoring model that better reflects how Entra actually behaves in the real world.

If you’re already using OID-See, this release should …

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This is a personal blog and all content herein is my own opinion and not that of my employer.

Correction

When I initially done this work and posted this blog, my mental model was that lack of ownership was a bad thing. My failing was in seeing ownership as …

Introduction

In this post, I’m going to talk about a commonly discussed idea that cloud service providers (CSPs) are responsible for managing the risks associated with their services, in partnership with their customers. The shared responsibility model is commonly used to describe the …