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Working with agents

Agents in real jobs: how to onboard them, pace them, and keep people where judgement matters.

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A white-haired man in a black and white striped suit surfing a board across a wave of glowing green code.

Onboarding an AI Teammate: The First Five Days

In January 2026 we gave an AI agent a name, a seat and a job at Orion Group. This is what the first five days actually looked like, broken permissions included.

Teresa Torres and Peter Yang either side of a mocked-up post reading "Claude Code runs my life"49:37

Build Your Personal OS with Claude Code

Teresa Torres shows her actual week with an agent: the daily list, the writing she won't hand over, and the notes that stop her repeating herself.

Illustration of a man sitting on a chair on top of a red block beside a small speaker, its cable trailing into blue water, against a flat red background.

Amplified: How AI Shortens Time

AI turns small signals into fast shifts. How to spot the early friction, pace your response, and place changes where they stick.

A man in glasses with folded arms beside floating blue cubes joined by thin lines on a pale background.

The Future is AI, the Future is Human

AI is poised to change the nature of management. The risk isn't AI replacing managers. The risk is managers failing to evolve while the world around them changes.