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docs: add agent feedback documentation#5337

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skeptrunedev merged 2 commits intomainfrom
docs/agent-feedback
Apr 13, 2026
Merged

docs: add agent feedback documentation#5337
skeptrunedev merged 2 commits intomainfrom
docs/agent-feedback

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@skeptrunedev skeptrunedev commented Apr 13, 2026

Summary

  • Add new agent/feedback.mdx page documenting the agent feedback feature
  • Add page to the Agent navigation group in docs.json

What is agent feedback

AI agents reading markdown versions of documentation pages can submit feedback about incorrect, outdated, or confusing content via a POST endpoint. This feedback appears in the dashboard with an "Agent" badge and can be managed alongside human feedback.

Test plan

  • Verify page renders correctly on the docs site
  • Confirm navigation link appears in the Agent section
  • Check all internal links resolve (/ai-native, /optimize/feedback)

Note

Low Risk
Low risk documentation-only change that adds a new MDX page and a navigation entry; the main risk is broken/incorrect links or missing components (e.g., Badge) affecting page rendering.

Overview
Adds a new agent/feedback.mdx page documenting how AI agents submit feedback on Markdown pages, how it appears in the dashboard (with an Agent badge), and how to filter/manage it.

Updates docs.json to include agent/feedback in the Agent navigation group so the new page is discoverable from the sidebar.

Reviewed by Cursor Bugbot for commit bf23a08. Bugbot is set up for automated code reviews on this repo. Configure here.

Document the agent feedback feature that allows AI agents reading
markdown pages to submit feedback about documentation issues.
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mintlify bot commented Apr 13, 2026

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mintlify 🟢 Ready View Preview Apr 13, 2026, 10:42 PM

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just a few style nits. lgtm!

keywords: ["agent feedback", "AI feedback", "LLM feedback", "markdown pages", "documentation quality"]
---

When AI agents browse your documentation through [markdown pages](/ai-native), they can submit feedback about issues they encounter. This feedback appears in your dashboard alongside user feedback so you can track and resolve documentation problems reported by both humans and AI agents.
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Suggested change
When AI agents browse your documentation through [markdown pages](/ai-native), they can submit feedback about issues they encounter. This feedback appears in your dashboard alongside user feedback so you can track and resolve documentation problems reported by both humans and AI agents.
When AI agents browse your documentation through [Markdown pages](/ai-native#discovering), they can submit feedback about issues they encounter. This feedback appears in your dashboard alongside user feedback so you can track and resolve documentation problems reported by both humans and AI agents.


When AI agents browse your documentation through [markdown pages](/ai-native), they can submit feedback about issues they encounter. This feedback appears in your dashboard alongside user feedback so you can track and resolve documentation problems reported by both humans and AI agents.

## How it works
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Suggested change
## How it works
## How agent feedback works

A little SEO/AEO


## How it works

Your markdown pages include instructions that tell AI agents how to report issues. Agents submit feedback through a POST request with the page path and a description of the problem.
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Suggested change
Your markdown pages include instructions that tell AI agents how to report issues. Agents submit feedback through a POST request with the page path and a description of the problem.
Your Markdown pages include instructions that tell agents how to report issues. Agents submit feedback through a POST request with the page path and a description of the problem.


Your markdown pages include instructions that tell AI agents how to report issues. Agents submit feedback through a POST request with the page path and a description of the problem.

Agent feedback appears in the [feedback dashboard](https://dashboard.mintlify.com/products/analytics/v2/feedback) with an **Agent** badge to distinguish it from human feedback. You can filter, manage, and resolve agent feedback using the same workflow as other feedback types.
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Suggested change
Agent feedback appears in the [feedback dashboard](https://dashboard.mintlify.com/products/analytics/v2/feedback) with an **Agent** badge to distinguish it from human feedback. You can filter, manage, and resolve agent feedback using the same workflow as other feedback types.
Agent feedback appears in the [feedback dashboard](https://dashboard.mintlify.com/products/analytics/v2/feedback) with an <Badge color="blue">Agent</Badge> badge to distinguish it from human feedback. You can filter, manage, and resolve agent feedback the same way as other feedback types.


Agent feedback appears in the [feedback dashboard](https://dashboard.mintlify.com/products/analytics/v2/feedback) with an **Agent** badge to distinguish it from human feedback. You can filter, manage, and resolve agent feedback using the same workflow as other feedback types.

Agent feedback is enabled by default for all documentation sites. Your markdown page responses automatically include feedback instructions for AI agents.
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Suggested change
Agent feedback is enabled by default for all documentation sites. Your markdown page responses automatically include feedback instructions for AI agents.
Agent feedback is enabled by default for all documentation sites. No configuration required.


1. Navigate to the [feedback dashboard](https://dashboard.mintlify.com/products/analytics/v2/feedback) in your dashboard.
2. Select **Ratings by page** to see an overview, or **Detailed feedback** for individual submissions.
3. Look for the **Agent** badge to identify feedback submitted by AI agents.
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Suggested change
3. Look for the **Agent** badge to identify feedback submitted by AI agents.
3. Look for the <Badge color="blue">Agent</Badge> badge to identify feedback submitted by AI agents.

- Capitalize "Markdown" and link to #discovering anchor
- Use more descriptive heading for SEO/AEO
- Use Badge component instead of bold for Agent badge
- Simplify enabled-by-default wording
- Remove redundant "AI" before "agents"
@skeptrunedev skeptrunedev merged commit 8a95371 into main Apr 13, 2026
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@skeptrunedev skeptrunedev deleted the docs/agent-feedback branch April 13, 2026 22:57
ethanpalm added a commit that referenced this pull request Apr 14, 2026
ethanpalm added a commit that referenced this pull request Apr 14, 2026
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2 participants