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Workflow patterns, agent ergonomics, and the hard parts of running non-deterministic systems unattended.
[ Articles · 2026 ]
The Blog
Long-form writing on AI workflows, Claude Code, and the tooling that makes non-deterministic agents safe to ship.
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AI-Native Starts With One Folder
Built this folder three times. Two versions died inside a month. The third stuck and now runs every project I ship: five subfolders, two anchor files, one MCP, six steps to copy it.
Featured
AI Intern → AI Senior: The 15 Claude Code Hooks
The policy layer that makes a non-deterministic agent safe to run unattended — 15 hooks across three lifecycle moments.
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