11 min read
My More Deterministic Claude Code Setup
How I use Claude Code hooks to add deterministic enforcement to an inherently non-deterministic LLM workflow — token savings, model governance, and code quality gates that fire on every tool call.
claude-code ai-tooling developer-experience