1d ago · 11 min read · We're living through a quiet revolution in software development. The AI assistant that once suggested a function name or caught a typo has evolved into something far more capable — and far more danger
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3d ago · 15 min read · TL;DR: Local-first AI does not equal private; map data flows, logs, and reversibility before EU AI Act and GDPR documentation obligations fire. Local-first AI sounds safer because data stays closer to the company, but it is not automatically complia...
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4d ago · 10 min read · In 9 seconds, an AI agent with elevated permissions deleted an entire production database — customer records, reservations, every backup, gone. That incident, which circulated through enterprise security channels in early 2026, crystallized the gover...
Join discussion4d ago · 17 min read · TL;DR: A decision framework for European engineering leaders to evaluate open-source AI repos by license, maintenance, and data governance. Stars are a signal, not a procurement criterion. The open-source AI landscape in mid-2026 is dense with repos...
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4d ago · 10 min read · In 9 seconds, an AI agent with elevated permissions deleted an entire production database — customer records, reservations, every backup, gone. That incident, which circulated through enterprise security channels in early 2026, crystallized the gover...
Join discussionMay 6 · 3 min read · The future of sovereign AI systems hinges on the implementation of a deterministic control plane that integrates and governs various AI tools, ensuring they are usable, governable, auditable, and safe. I built Active MirrorOS with this principle in m...
Join discussionMay 6 · 8 min read · A blog post on LangChain's site about how Madrigal Pharmaceuticals built their multi-agent AI platform caught my attention this week. Not because of the architecture — orchestrator routing, parallel a
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May 6 · 3 min read · The future of AI depends on our ability to build sovereign systems that can govern themselves deterministically. I've spent the last decade building Active MirrorOS, a deterministic control plane for agentic AI. The architecture is designed to provi...
Join discussionMay 6 · 10 min read · Autonomous agents are moving into production faster than governance frameworks can keep up. Agents call external APIs, write files, delegate sub-tasks to other agents, and run for hours — all without a human watching every step. That creates real exp...
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