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Operator notes on AI that has to work

Essays from Patrick Phillips on governed agents, fractional AI leadership, and the operating choices that turn tools into throughput.

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AI StrategySep 13, 20265 min read

Enterprise AI Is Entering Its Tool Age

Seat licenses without leadership change is the new Tool Age mistake. The same pattern Lean hit in the late 1980s and early 1990s is showing up again with ChatGPT and Claude.

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AI GovernanceSep 17, 20262 min read

Reasoner Is Not Authorizer

OpenAI published six more misalignment cases. The press release is not the point. Whether the harness can stop that behavior in production is.

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LeadershipJun 15, 20256 min read

Engineering Leadership in the AI Era

How to lead engineering teams when AI is reshaping every aspect of software development. From skill evolution to team dynamics, here's what leaders need to know.

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ImplementationMay 20, 20258 min read

AI at Scale—Minus the Buzzwords

Cut through the AI hype and learn what actually works when implementing AI solutions at enterprise scale. Real strategies, proven frameworks, and honest assessments of what succeeds and what fails.

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AIApr 5, 20257 min read

Ready or Not, Here Come the Agents

AI agents are no longer science fiction. They're here, they're working, and they're about to revolutionize how we do business. From customer service to complex workflows, autonomous agents are changing everything.

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AI DevelopmentMar 10, 20258 min read

A Journey with Agent Boss

My experience using Agent Boss, an AI development tool supervisor, to build an AI Research Radar system.

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StrategyJan 20, 202512 min read

The Unmanaged AI Frontier

Reconciling enterprise strategy with the reality of Shadow AI. Learn why employees are already using AI privately, how to convert shadow usage into governed programs, and the practical steps to transform unmanaged risk into competitive advantage.

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Talk about the operating layer

If you are stuck between seat licenses and real throughput, that is usually a leadership and workflow problem. Happy to dig in.

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