Giselle
Willi Icon

Multi‑Model Composition

Auto-select the best model

Visual Agent Builder

Create agents in minutes

Knowledge Store

Access external data sources

GitHub Icon

GitHub AI Operations

Automates issues, PRs, and deployments with AI

Use Cases

Deep Researcher

AI-powered research and analysis

PRD Generator

Generate product requirements docs

GitHub Icon

Code Reviewer

Automated code review and feedback

Marketing Teams

Doc Updater

Keep documentation up to date

Users

Engineering Teams

AI-Native Startups

Automate workflows, ship faster

Solopreneurs & Fast Builders

Build and launch AI products, solo

Product-Led Engineers

Build, iterate, and ship faster with AI-powered development tools

Tech Writers & DevRel

Self-updating docs, more strategy time

Innovation Teams at Modern Enterprises

Embed AI workflows, scale innovation

Docs
Pricing
Blog
—
Sign UpArrow Icon
Giselle

Product

  • Multi-Model Composition
  • Visual Agent Builder
  • Knowledge Store
  • GitHub AI Operations

Solutions

  • Deep Researcher
  • PRD Generator
  • Code Reviewer
  • Doc Updater
  • AI-Native Startups
  • Solopreneurs & Fast Builders
  • Product-Led Engineers
  • Tech Writers & DevRel
  • Innovation Teams

Resources

  • Blogs
  • Open Source
  • Dictionary

Legal

  • Term
  • Privacy & Cookies

About

  • About Us
  • Contact Us

Build visually, deploy instantly.

© 2026 Giselle
GitHubLinkedInFacebookBlueskyXInstagramYouTube
Giselle

Build visually,
deploy instantly.

Product

  • Multi-Model Composition
  • Visual Agent Builder
  • Knowledge Store
  • GitHub AI Operations

Solutions

  • Deep Researcher
  • PRD Generator
  • Code Reviewer
  • Doc Updater
  • AI-Native Startups
  • Solopreneurs & Fast Builders
  • Product-Led Engineers
  • Tech Writers & DevRel
  • Innovation Teams

Resources

  • Blogs
  • Open Source
  • Dictionary

Legal

  • Term
  • Privacy & Cookies

About

  • About Us
  • Contact Us
© 2026 Giselle
GitHubLinkedInFacebookBlueskyXInstagramYouTube

We want to be clear about how we collect and use cookies so that you can have control over your browsing data.

If you continue to use Giselle, we will assume you are comfortable with our cookie usage.

Tech

The Thinnest Script Infrastructure — Made for Coding Agents

PUBLISHEDDECEMBER 25, 2025

Satoshi Toyama,
Founding Engineer
The Thinnest Script Infrastructure — Made for Coding Agents

Table of contents

  • The Overhead of "Proper" Solutions
  • XDG to the Rescue
  • The Setup Is Almost Nothing
  • Why This Pairs Well with Coding Agents
  • Practical Tips
  • The Takeaway

There's growing consensus in the developer community about where coding agents like Claude Code, Cursor, or GitHub Copilot truly shine: writing throwaway scripts and prototypes. Code with a limited blast radius. Code you can afford to be wrong about.

I've embraced this myself. When I got tired of managing git worktrees manually, I asked my coding agent to write a shell script that handles just my specific workflow. Nothing fancy. It works, and I use it every day.

But then came the question that's probably bothered you too: where do you put this thing?

The Overhead of "Proper" Solutions

You could build a proper CLI tool and install it to /usr/local/bin. You could wrap it in an npm package with a bin field. You could use Homebrew's tap system. All valid options, all weirdly ceremonial for a 30-line script that might not exist next month.

These approaches feel like driving a forklift to move a cardboard box.

XDG to the Rescue

When I asked ChatGPT about this, it pointed me to the XDG Base Directory Specification—the standard that defines where applications should store config, cache, data, and state files on Linux systems.

The key insight: ~/.local is the user-managed counterpart to system directories. It's not owned by your OS. It's not owned by your package manager. It's yours.

And ~/.local/bin is where your personal executables belong.

The Setup Is Almost Nothing

Add one line to your .zshrc or .bashrc:

export PATH="$HOME/.local/bin:$PATH"

That's it. Your scripts are now in your PATH.

What I love about this is the reversibility. Delete that line, and it's like nothing ever happened. No packages to uninstall. No symlinks to hunt down. No residue.

Why This Pairs Well with Coding Agents

This lightweight setup is exactly what makes delegating to a coding agent feel safe. When the infrastructure is this thin, you don't worry about "what if the agent messes up the build system" or "what if this breaks my global npm installation."

The answer is: nothing bad happens. The worst case is a broken script in a folder you control completely.

I keep ~/.local/bin as a git repository. When I ask my agent to add a feature to one of my scripts, I can commit before and after. If it doesn't work out, I roll back. Simple version control for simple scripts.

Practical Tips

  • Initialize git in ~/.local/bin — Track changes to your scripts with zero friction
  • Use descriptive names — You won't have tab-completion conflicts with system commands
  • Keep scripts focused — If it grows beyond a hundred lines, maybe it deserves a proper home
  • Add a README — Future you will thank present you

The Takeaway

The best infrastructure for experimental scripts is almost no infrastructure at all. ~/.local/bin gives you a clean, standard, reversible place to put your coding agent's output. No ceremony, no lock-in, no regrets.

It's a small thing, but it removes just enough friction to make "let me write a quick script for that" a genuine option instead of an aspirational phrase.

Last edited onDECEMBER 25, 2025
  1. Top
  2. Arrow Right
  3. Blog
  4. Arrow Right
  5. Tech
  6. Arrow Right
  7. The Thinnest Script Infrastructure — Made for Coding Agents
Prev Arrow
Prev
Optimistic Transition: Why Next.js `loading.tsx` Isn’t Showing (App Router + middleware/proxy delay)
Next Arrow
Next
Designing Giselle With using Giselle: Closing the gap between design and code

Try Giselle Free or Get a Demo

Supercharge your LLM insight journey -- from concept to development launch
Get Started - It's Free

Related Insights

Version control at the speed of thought
Tech

Version control at the speed of thought

Satoshi Toyama,
Founding Engineer
Git Worktree, My Way
Tech

Git Worktree, My Way

Satoshi Toyama,
Founding Engineer
Optimistic Transition: Why Next.js loading.tsx isn’t showing with middleware/proxy delay (App Router)
Tech

Optimistic Transition: Why Next.js `loading.tsx` Isn’t Showing (App Router + middleware/proxy delay)

Satoshi Toyama,
Founding Engineer