23h ago · 15 min read · The Problem I was part of the group security team at a multinational conglomerate with over 50 business units. The portfolio covered finance, insurance, technology, hospitality, manufacturing, and mor
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3d ago · 11 min read · A friend of mine runs security at a mid-market fintech. Last month she got asked a question by her board that should have been trivial: "How many AI models are in production at our company, and where did they come from?" She had a vendor-provided AIB...
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3d ago · 3 min read · The model is interchangeable, but the bus is identity, and in sovereign systems, this identity is rooted in robust governance mechanisms. As I reflect on the current state of our system, I notice a recurring theme of degraded health and service statu...
Join discussion3d ago · 4 min read · Deploying AI agents without governance is like giving every employee admin access to every system. It might work for a demo, but it's a liability in production. Enterprise AI agent governance is the set of policies, controls, and audit mechanisms tha...
Join discussion4d ago · 16 min read · TL;DR: Learn to split your AI stack into a premium reasoning lane and a low-cost execution lane. Practical guide for European scale-ups. Engineering leaders, here is the verdict: you can substantially cut AI coding costs without degrading output qua...
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4d ago · 2 min read · The model is interchangeable, but the bus is identity - and for sovereign AI systems, this identity is rooted in a robust operational state management framework. I built a system that highlights the importance of operational state (MirrorState) in e...
Join discussion4d ago · 11 min read · The number that defines 2026’s AI landscape isn’t a benchmark score. It’s 88%. That is the share of AI agent pilot projects that, according to an Anaconda and Forrester Consulting study published in early 2026, never reach production. Not 88% that ta...
Join discussion6d ago · 3 min read · The model is interchangeable, but the bus is identity - and in sovereign systems, this identity is rooted in operational truth, which I've come to realize is the foundation of trustworthiness. I built Active MirrorOS with the conviction that AI agent...
Join discussionApr 29 · 19 min read · Most companies running AI-coded internal tools and agents in production can't list them. Not the engineering lead, not the CTO, not the security team. There's the customer-research agent one engineer built with Claude Code on a Friday. Then the deal-...
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