Systems & Ops

Reliability, monitoring, architecture, verification, access, and maintenance for systems that need to stay understandable and recoverable.

Start here: visit the Systems & Ops Hub, read The Monitoring Stack I Actually Trust for monitoring, or read The Vercel Incident Wasn’t an “AI Breach” for a practical third-party access lesson.

Abstract editorial image of AI-generated media assets moving through review, metadata, and labelling checkpoints before publication.
AI & Agents, Security, Systems & Ops

AI Labels Are Now Infrastructure

The European Commission’s June 10 Code of Practice for AI-generated content did not get the loudest tech headlines. It should have. It turns AI labels into product, metadata, editorial, accessibility, and compliance work before the AI Act transparency obligations apply on August 2, 2026.

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