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Claude Code
Joey Markley / Tools & Stack

Claude Code

AI-native development and studio workflow automation

How it fits

AI-native development and studio workflow automation

Claude Code runs as the primary development environment for the TOAKS site and all studio automation work. The agentic loop — where Claude can read, write, and execute code directly in the terminal — changed how the studio approaches both web builds and internal tooling.

The workflow: Claude Code handles architecture decisions, writes and refactors components, runs the build, interprets errors, and iterates. A full page build that used to take two days can move in an afternoon. The quality floor is higher because every decision is reasoned, not just typed.

Beyond the site, Claude Code powers Paco Bot, the Higgsfield pipeline, the video compression scripts, and the intake workflows. The studio runs meaningfully faster because of it.