Hero image generated by ChatGPT 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 security …

Hero image generated by ChatGPT This is a personal blog and all content herein is my own opinion and not that of my employer. What The Entra Fudge?! There’s a particular flavour of frustration that only appears when: you follow the documentation, you apply least privilege, you design sensible …

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 …

Hero image generated by ChatGPT This is a personal blog and all content herein is my own opinion and not that of my employer. What The Entra Fudge?! There’s a moment every identity or cloud security practitioner eventually hits. The moment where you do everything right — follow the documentation, …

Hero image generated by ChatGPT 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 metadata …

Hero image generated by ChatGPT 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. We …