systems-thinking

2 essays

Found in: AI & Automation

AI & Automation Aug 13, 2026 · 1 min read

The Agent Needs a Safety Label

AI standards already exist. What teams still need is a current, workflow-level record of what one configured agent may do, how it was tested, where it must stop, and when its evidence expires.

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AI & Automation Jan 17, 2026 · 1 min read

The Cowork Moment: When Agentic AI Goes Mainstream

Anthropic just shipped Claude Cowork—'Claude Code for the rest of your work.' It's the same agentic pattern I've been using for months, now packaged for non-developers. This isn't a product launch. It's a category shift in what AI assistance means.

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