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Long-form writing on AI workflows, Claude Code, and the tooling that makes non-deterministic agents safe to ship.

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Claudops: project setup and everyday workflows

Install Claudops in Claude Code or Codex, set up your project, and choose practical workflows for features, small fixes, runtime bugs, refactoring and PR review.

ClaudopsPluginsClaude CodeCodexAI Workflows 16 min read
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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.

AI-NativeContext ArchitectureAI Workflows 12 min read
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.

Claude CodeHooksAI Workflows 8 min read
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Workflow patterns, agent ergonomics, and the hard parts of running non-deterministic systems unattended.

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