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Inline Comment Thread

Attach discussion to a selected span of AI or human content so feedback stays next to the words or pixels it is about. Review without scrolling the whole chat for context.

Interactive demo

Comment on selection

“Human-in-the-loop keeps users in control when AI acts on their behalf.”

You

This section needs more detail

10:30 AM

AI

I can expand this with context and examples. Want me to draft it?

10:31 AM

Overview

How might we design inline comment thread so people can trust and act on AI output?

When to use

  • Perfect for review flows on AI-generated PRDs, emails, code, and policies where stakeholders need precise, asynchronous discussion on fragments.

When to skip

  • Ephemeral answers users will never revise.
  • Surfaces with no selection model.
  • Mobile views where comment chrome destroys readability (offer a compact mode).

Rules

  • Comments that detach when the AI regenerates the paragraph.

  • No resolve state, leaving eternal open threads.

  • AI replies in comments with no human attribution.

  • Commenting on content the commenter cannot see due to ACL bugs.

Evidence

ProductImplementation
NotionInline comments on blocks and AI drafts.
GitHubLine comments on code and Copilot-suggested changes.
ConfluenceInline page comments for collaborative review.
Google DocsSelection comments and suggestion threads.

FAQ

When do inline comments beat chat follow-ups?

When feedback targets a specific sentence, cell, or line. Chat follow-ups are better for whole-answer direction.

Should AI participate in comment threads?

Optionally, if clearly labeled. Keep humans able to resolve and override.

What happens when content is regenerated?

Re-anchor comments when possible, or mark them orphaned with a link to the old text.

How does this relate to smart diff?

Smart diff shows what changed. Inline comments discuss whether those changes should stand.