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Practical, step-by-step guides on AI engineering — coding agents, dynamic workflows, and the tools shaping how we build software.

AI EngineeringAdvanced12 min read

Cloning /ultraplan: make the plan prove itself

/ultraplan might not be available to you — wrong plan, or a coding agent that doesn't ship it. But the plan it produces — rigorous enough to drive a loop — is something you can build locally today. First in the Ultra series: a local planning skill where every task's 'done' is a command, the acceptance gate is the merge authority, and a failed review re-plans itself.

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AI EngineeringIntermediate10 min read

Using Claude Code Dynamic Workflows

What dynamic workflows actually are in Claude Code, when to reach for one over subagents or skills, and how to have Claude write and save one for you.

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