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No AI slop in docs - #3371

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ai-slop-1
Jul 24, 2026
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No AI slop in docs#3371
prathmeshpatel merged 3 commits into
mainfrom
ai-slop-1

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@prathmeshpatel

@prathmeshpatel prathmeshpatel commented Jul 23, 2026

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No AI slop in docs

Remove ai slop from docs


Summary by cubic

Tightened wording across docs to remove filler and hype, making instructions clearer and more direct. Updates cover Getting Started, CLI, Guides, Contributing, Inspector, SDK, and Changelog without changing technical meaning or APIs.

  • Refactors
    • Shorter sentences and neutral phrasing; removed superlatives and redundancies.
    • Clearer examples and flow descriptions (OAuth verification, triple-iframe, connecting servers); consistent notes, warnings, and headings.

Written for commit e8c7848. Summary will update on new commits.

Review in cubic

@chelojimenez

chelojimenez commented Jul 23, 2026

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Snyk checks have passed. No issues have been found so far.

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Open Source Security 0 0 0 0 0 issues

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@prathmeshpatel
prathmeshpatel marked this pull request as ready for review July 23, 2026 04:45
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@dosubot dosubot Bot added size:M This PR changes 30-99 lines, ignoring generated files. documentation Improvements or additions to documentation labels Jul 23, 2026
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Review Change Stack

Caution

Review failed

The pull request is closed.

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro Plus

Run ID: 3102e2ab-ad91-4b64-ab65-a8c0be42aa8d

📥 Commits

Reviewing files that changed from the base of the PR and between b45c8b9 and e8c7848.

📒 Files selected for processing (3)
  • docs/cli/oauth-conformance.mdx
  • docs/index.mdx
  • docs/inspector/guided-oauth.mdx

Walkthrough

Updated documentation wording throughout the changelog, CLI, contributor architecture, onboarding, getting-started, guide, Inspector, and SDK sections. Changes refine descriptions, instructional phrasing, formatting, security language, FAQ answers, OAuth guidance, eval explanations, result-saving behavior, and provider notes without altering exported or public entities.


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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@docs/inspector/docs-server.mdx`:
- Line 50: Update the “Fits Your Workflow” sentence in the documentation to
replace “tools you already develop in” with the intended wording “tools you
already use” or “tools you already develop with,” preserving the rest of the
description.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro Plus

Run ID: 98afc604-8656-47dc-8394-af8aee4945db

📥 Commits

Reviewing files that changed from the base of the PR and between 401d61d and b45c8b9.

📒 Files selected for processing (21)
  • docs/changelog/overview.mdx
  • docs/cli/oauth-conformance.mdx
  • docs/cli/tools-resources-prompts.mdx
  • docs/contributing/evals-architecture.mdx
  • docs/contributing/mcp-apps-architecture.mdx
  • docs/contributing/onboarding.mdx
  • docs/contributing/openai-sdk-architecture.mdx
  • docs/contributing/system-architecture.mdx
  • docs/getting-started.mdx
  • docs/guides/first-chatgpt-app-react.mdx
  • docs/guides/first-mcp-app.mdx
  • docs/index.mdx
  • docs/inspector/connecting-servers.mdx
  • docs/inspector/docs-server.mdx
  • docs/inspector/guided-oauth.mdx
  • docs/sdk/concepts/connecting-servers.mdx
  • docs/sdk/concepts/running-evals.mdx
  • docs/sdk/concepts/saving-results.mdx
  • docs/sdk/index.mdx
  • docs/sdk/quickstart.mdx
  • docs/sdk/reference/llm-providers.mdx

- **Always Up-to-Date**: Documentation is served in real-time from our latest docs
- **Contextual Help**: Get answers specific to your current task
- **Seamless Integration**: Works naturally within your development workflow
- **Fits Your Workflow**: Works inside the tools you already develop in

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📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick win

Correct the workflow sentence.

“Tools you already develop in” is awkward and changes the intended meaning. Use “tools you already use” or “tools you already develop with.”

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@docs/inspector/docs-server.mdx` at line 50, Update the “Fits Your Workflow”
sentence in the documentation to replace “tools you already develop in” with the
intended wording “tools you already use” or “tools you already develop with,”
preserving the rest of the description.

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1 issue found across 21 files

Prompt for AI agents (unresolved issues)

Check if these issues are valid — if so, understand the root cause of each and fix them. If appropriate, use sub-agents to investigate and fix each issue separately.


<file name="docs/inspector/docs-server.mdx">

<violation number="1" location="docs/inspector/docs-server.mdx:50">
P3: "Tools you already develop in" reads awkwardly — you develop *with* tools, not *in* them. Consider "tools you already develop with" or "tools you already use."</violation>
</file>

Reply with feedback, questions, or to request a fix.

Re-trigger cubic

- **Always Up-to-Date**: Documentation is served in real-time from our latest docs
- **Contextual Help**: Get answers specific to your current task
- **Seamless Integration**: Works naturally within your development workflow
- **Fits Your Workflow**: Works inside the tools you already develop in

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P3: "Tools you already develop in" reads awkwardly — you develop with tools, not in them. Consider "tools you already develop with" or "tools you already use."

Prompt for AI agents
Check if this issue is valid — if so, understand the root cause and fix it. At docs/inspector/docs-server.mdx, line 50:

<comment>"Tools you already develop in" reads awkwardly — you develop *with* tools, not *in* them. Consider "tools you already develop with" or "tools you already use."</comment>

<file context>
@@ -47,7 +47,7 @@ Once connected, you can ask questions like:
 - **Always Up-to-Date**: Documentation is served in real-time from our latest docs
 - **Contextual Help**: Get answers specific to your current task
-- **Seamless Integration**: Works naturally within your development workflow
+- **Fits Your Workflow**: Works inside the tools you already develop in
 - **No Context Switching**: Stay in your editor while accessing documentation
 
</file context>
Suggested change
- **Fits Your Workflow**: Works inside the tools you already develop in
- **Fits Your Workflow**: Works inside the tools you already develop with

@prathmeshpatel
prathmeshpatel merged commit 58c3377 into main Jul 24, 2026
9 of 12 checks passed
@prathmeshpatel
prathmeshpatel deleted the ai-slop-1 branch July 24, 2026 00:09
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