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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 …

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

Background

Microsoft Edge introduced Drop as part of its sidebar ecosystem as a quick, frictionless way to share notes and files between signed-in devices using OneDrive …

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

The Unseen Variable: Identity, Agentic AI and the Path of Least Resistance

Every few years the industry rediscovers a truth that has always been hiding in plain sight. …

Back in late 2023 I published two posts that remain my most referenced Google Cloud certification write-ups:

• Google Cloud Certified: Professional Cloud Security Engineer exam and prep – my original exam experience.
• GCP Professional Cloud Security Engineer – Ultimate Study Resource List – the big …