GitHub Copilot helps developers write code faster. Who helps everyone else?

Copilot is the most widely adopted AI coding tool. It lives inside your IDE and speeds up development. But if you're a marketer, PM, or designer who needs a button moved or a headline rewritten, Copilot can't help you.

What GitHub Copilot does

Copilot is a good AI coding assistant. Here's what it does:

Inline code completion

As you type, Copilot suggests the next line or block of code based on context. You press Tab to accept, or keep typing to ignore it.

Copilot Chat

A chat interface inside VS Code or JetBrains. You can ask it to explain code, suggest refactors, generate tests, or answer questions about your codebase. Useful, but you still need to know what to ask for.

Multi-file awareness

Copilot can reference other files in your project when generating code. If your component imports a utility function from another file, Copilot picks up on that and suggests code that uses the right function signatures.

Language support

Works across dozens of programming languages and frameworks: JavaScript, TypeScript, Python, Go, Rust, Java, C#, Ruby, and more.

Copilot Workspace

A newer tool for planning and implementing changes from GitHub Issues. It analyzes an issue, proposes a plan, and generates code across multiple files. Still developer-focused, but a step toward more autonomous coding.

Millions of developers use Copilot daily. It's well integrated into GitHub's ecosystem and is the default choice for AI-assisted coding.

Who Copilot is built for

Copilot sits inside a code editor by design. It's built for people who:

It makes developers faster. A marketer who installs VS Code and opens Copilot still needs to know which file to edit, what the code means, and how to deploy changes. That's a lot to ask of someone who just wants to fix a headline.

The collaboration gap

Here's the scenario that plays out at most companies:

1

A marketing manager notices a typo on the landing page and wants to update the CTA copy.

2

They can't make the change themselves because the website is a React/Vue/Next.js app in a GitHub repo.

3

They file a Jira ticket or send a Slack message to engineering.

4

The ticket sits in the backlog. It's low priority compared to feature work.

5

A developer eventually picks it up, asks clarifying questions, makes the change, pushes a PR.

The whole process takes days to weeks for a change that should take minutes.

Copilot accelerates step 5 for the developer. Steps 1 through 4 still happen exactly the same way. The bottleneck is the handoff and prioritization process between non-technical stakeholders and engineering, not how fast a developer can write code.

Closing the loop

The marketer in step 1 should be able to go directly to step 5 without involving a developer. Not by writing code, but by pointing at what needs to change and letting AI handle the implementation.

That's what Intentify does:

The marketer browses to the live website, annotates the element they want changed, and describes what they want.
AI reads the actual codebase, the same repo the developers work in, and generates the code change.
The change is delivered as a pull request, the same format developers already review.
The developer sees a clean diff, can approve or request changes, and merges when ready.

Developers keep using Copilot. Everyone else uses Intentify. Both produce pull requests that go through the same review process.

Questions

Can non-developers use GitHub Copilot?

Technically yes, but practically it requires a code editor, a cloned repository, and enough technical knowledge to evaluate code suggestions. Copilot assists with code writing. It doesn't replace the need to understand the development workflow.

Does Copilot Workspace work for non-technical users?

Copilot Workspace is moving in that direction by letting users plan changes from GitHub Issues. But it still operates within GitHub's developer-centric interface and assumes familiarity with repositories, branches, and code review.

How is Intentify different from GitHub Copilot?

Copilot is embedded in a developer's IDE and assists with writing code. Intentify is a Chrome extension that lets non-developers annotate a live website and automatically generates pull requests. Different users, different interface, same GitHub workflow.

Can my team use both Copilot and Intentify?

Yes, and many teams will. Developers use Copilot for feature development and complex engineering. Non-technical team members use Intentify for website content, styling, and layout changes. Both tools produce code that goes through the same PR review process.

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