Field notes

Ideas, patterns and lessons from the work.

Writing about automation, PowerShell, agent workflows, security operations and the practical decisions behind the tools I build.

HatShift single-agent orchestration pattern diagram

HatShift: a single-agent orchestration pattern

A practical pattern for keeping one persistent agent core while loading focused role modules only when the work needs them.

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