# Tagged

Automation

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Jun 17, 2026
AI & Tooling

Loop Engineering in Claude Code: Designing the System That Prompts the Agent

Loop engineering is the shift from prompting an agent step by step to designing a system that prompts it for you. Here is what that means in Claude Code, the building blocks it already ships, a worked example, and an honest look at when it is worth the tokens on a subscription.

11 min read
Jun 15, 2026
AI & Tooling

Claude Code Hooks, by Example

CLAUDE.md asks Claude Code nicely. Hooks make things happen for certain. A short, practical tour of how hooks are wired, built around two that I actually run: one that installs dependencies on session start, and one that filters noisy command output before it reaches the model.

7 min read