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.

Column

What Giselle is not

PUBLISHEDDECEMBER 29, 2025

Kaori Nakashima,
Founding Designer
What Giselle is not

Table of contents

  • Why start with “what it is not”
  • Giselle is not a ChatGPT replacement
  • Giselle is not a no-code automation tool
  • Giselle is not a magic app generator
  • What I wanted instead

I’m writing this from a design perspective, but these choices were intentional product decisions, not just visual ones. This is not a product overview. It’s a note about what I deliberately didn’t want Giselle to become.

Why start with “what it is not”

Right after a release, products are often understood through familiar frames. People try to place them into categories they already know. With Giselle, that happens almost immediately.

AI. Nodes. Automation.

Each of these words carries strong expectations: speed, efficiency, replacement. Together, they often suggest a tool that does the thinking for you.

Before explaining what Giselle does, I wanted to step back and remove some of those assumptions. Not to lower expectations, but to align them.

Starting with “what it is not” felt like the clearest way to do that.

Giselle is not a ChatGPT replacement

Giselle is not built around conversation. You don’t ask a question and receive a finished answer.

Tools like that are extremely useful, and I rely on them myself. But they tend to compress the process. You see the result, while the reasoning behind it stays implicit.

What mattered to us was keeping the structure visible. Where logic branches. Where decisions are made. What depends on what.

Giselle doesn’t aim to replace thinking. It keeps thinking on the surface so it can be examined, adjusted, and shared.

Giselle is not a no-code automation tool

You can build workflows without writing code. That part is true.

But many no-code tools optimize primarily for speed: getting something to run as quickly as possible.

In that process, important context often disappears.

Why this branch exists. Where a decision was made. What state the workflow is currently in.

In Giselle, those elements are not hidden behind configuration panels. Judgment, branching, and state are intentionally visible.

The goal wasn’t to make workflows faster to create. It was to make them understandable when you come back to them later—or when someone else needs to read them.

Giselle is not a magic app generator

You won’t click a button and get a finished app.

That was a conscious choice. Instant results can be impressive, but they often stay external. They work, but they don’t really feel like your own.

We wanted building to feel closer to design than to automation. Something you shape gradually, where the final structure reflects your intent.

That’s also why I spent so much time on the nodes themselves. They needed to stay readable as workflows grow, but calm enough not to overwhelm you.

I didn’t want workflows to become something you tolerate using just because they work. I wanted them to look like something you’d actually feel comfortable showing to someone else.

What I wanted instead

Giselle is for people who aren’t necessarily engineers. Designers, planners, and anyone who wants to understand how things connect—even if they don’t know every technical detail.

When the structure is visible, it becomes easier to work with. Easier to explain to others. Easier to extend when requirements change.

I’m building a media site alongside Giselle, and I often find myself thinking about how these workflows will evolve once external APIs and integrations are in place. This part will make more sense then. That flow will become more useful there.

Not everything is available yet. But the structure is designed so those pieces can fit naturally when they arrive.

Giselle is still evolving. And many of the things we’re building next are shaped by how we want to use it ourselves—day to day, in real projects.

Last edited onDECEMBER 29, 2025
  1. Top
  2. Arrow Right
  3. Blog
  4. Arrow Right
  5. Column
  6. Arrow Right
  7. What Giselle is not
Prev Arrow
Prev
Managing Coding Agents: Zed + Cursor
Next Arrow
Next
The Making of a Stylish Dog-Centered Lifestyle Media using Giselle

Try Giselle Free or Get a Demo

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

Related Insights

The Making of a Stylish Dog-Centered Lifestyle Media using Giselle
Column

The Making of a Stylish Dog-Centered Lifestyle Media using Giselle

Kaori Nakashima,
Founding Designer
Managing Coding Agents: Zed + Cursor
Column

Managing Coding Agents: Zed + Cursor

Satoshi Toyama,
Founding Engineer
From OSS Contributor to Team Member at Giselle
Column

From OSS Contributor to Team Member at Giselle

Ryo Washizu,
Engineer