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Field notes on building AI systems that hold up in production — what we tested, what broke, and what we learned.

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Michael Carlson · Aug 18, 2026, 11:53:45 AM · 5 min read

How to let AI touch your CRM without lying awake about it.

Automate

Michael Carlson · Aug 18, 2026, 11:53:45 AM · 5 min read

The most expensive meeting in marketing is the one where two dashboards disagree and everyone assumes somebody broke something.

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Michael Carlson · Aug 18, 2026, 11:53:43 AM · 5 min read

Everyone is an AI company now. It takes an API key. Here is a harder test.

Automate