DOC-1680 update list of beta features

[micheleRP]

Description

This pull request updates the list of beta features in the Redpanda Cloud documentation, replacing "AI agents" with "Redpanda Cloud MCP Server" in the beta features list.

Resolves https://redpandadata.atlassian.net/browse/DOC-1680
Review deadline:

Page previews

Checks

• New feature
• Content gap
• Support Follow-up
• Small fix (typos, links, copyedits, etc)

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[coderabbitai]

📝 Walkthrough

Walkthrough

A single documentation edit updates a bullet in modules/get-started/pages/cloud-overview.adoc: within the list of Redpanda Cloud beta features, “AI agents” is replaced with “Redpanda Cloud MCP Server.” No other content or structure on the page is modified.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

Possibly related PRs

• docs: DOC-1649 Redpanda Cloud MCP Server #369 — Adds and reorganizes Redpanda Cloud MCP Server documentation (new MCP pages and nav), aligning with this rename.
• Add What's New entry for Cloud MCP #415 — Introduces a "What's New" entry for Redpanda Cloud MCP Server, referenced by this beta feature update.

Suggested reviewers

• paulohtb6
• birdayz
• david-yu

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)

Check name	Status	Explanation	Resolution
Description Check	⚠️ Warning	The PR description states the change (replacing "AI agents" with "Redpanda Cloud MCP Server") and references Jira DOC-1680 and marks this as a small fix, but it does not fully follow the repository template: the template expects a GitHub issue URL in the "Resolves" line, the "Review deadline" field is left blank, and page preview links are not provided. These deviations mean the description does not strictly conform to the required template for this repo. The core intent is documented, but the missing template items should be addressed.	Please update the "Resolves" line to the expected GitHub issue URL (or include both the GitHub issue and the Jira link), populate or remove the empty "Review deadline" field, and add page preview link(s) or remove the preview placeholder so the PR matches the repository template; also verify the checklist items are accurate. After those edits the description will conform to the template and be ready for review.

✅ Passed checks (4 passed)

Check name	Status	Explanation
Title Check	✅ Passed	The title "DOC-1680 update list of beta features" is concise, directly references the linked ticket, and accurately summarizes the primary change (updating the beta features list) without extra noise; it is clear and specific enough for teammates scanning PR history.
Linked Issues Check	✅ Passed	The change in modules/get-started/pages/cloud-overview.adoc replaces "AI agents" with "Redpanda Cloud MCP Server", which directly implements the objective described in the linked issue DOC-1680. The raw_summary shows this is the single intended edit and there are no other coding requirements in the issue. Therefore the PR satisfies the linked issue's coding objective.
Out of Scope Changes Check	✅ Passed	Only modules/get-started/pages/cloud-overview.adoc was modified and the sole change was the beta-features list item replacement, which aligns with the linked issue; there are no edits to unrelated files, no functional code changes, and no changes to exported/public entities. No out-of-scope changes were detected in the provided summary.
Docstring Coverage	✅ Passed	No functions found in the changes. Docstring coverage check skipped.

✨ Finishing touches

🧪 Generate unit tests

• Create PR with unit tests
• Post copyable unit tests in a comment
• Commit unit tests in branch DOC-1680-update-list-of-beta-features

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📥 Commits

Reviewing files that changed from the base of the PR and between 0a9cd70 and 87eb857.

📒 Files selected for processing (1)

• modules/get-started/pages/cloud-overview.adoc (1 hunks)

🧰 Additional context used

🧠 Learnings (2)

📚 Learning: 2025-07-21T21:52:17.061Z

Learnt from: micheleRP
PR: redpanda-data/cloud-docs#361
File: modules/networking/pages/cloud-security-network.adoc:176-179
Timestamp: 2025-07-21T21:52:17.061Z
Learning: In Redpanda Cloud documentation, BYOVPC and BYOVNet are different product names for different cloud providers: BYOVPC is used for AWS and GCP, while BYOVNet is used for Azure. When documentation sections cover multiple cloud providers, the combined notation "BYOVPC/BYOVNet" is correct and should not be changed to use only one term.

Applied to files:

• modules/get-started/pages/cloud-overview.adoc

📚 Learning: 2025-08-07T16:36:45.111Z

Learnt from: micheleRP
PR: redpanda-data/cloud-docs#377
File: modules/networking/pages/dedicated/gcp/configure-psc-in-ui.adoc:35-71
Timestamp: 2025-08-07T16:36:45.111Z
Learning: In Redpanda Cloud documentation, NAT subnet and firewall rule creation commands for GCP Private Service Connect are producer-side infrastructure steps that only BYOC (Bring Your Own Cloud) customers need to perform, since they manage their own VPC. Dedicated cluster customers don't need these steps because Redpanda manages the infrastructure for them. The ifdef::env-byoc[] guard correctly hides these commands from Dedicated users.

Applied to files:

• modules/get-started/pages/cloud-overview.adoc

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• GitHub Check: Pages changed - rp-cloud

🔇 Additional comments (1)

modules/get-started/pages/cloud-overview.adoc (1)

390-391: DOC-1680 — name update approved; run corrected repo-wide sweep to confirm no remaining “AI agents” references

cloud-overview.adoc shows the replacement at lines 390–391:

* Redpanda Cloud MCP Server
* Several Redpanda Connect components 

• Verify canonical product name/capitalization across docs (search for "Redpanda Cloud MCP Server", "MCP Server", "Model Context Protocol").
• Confirm there are no remaining references to "AI agents" (case-insensitive).
• Optional: If "MCP" isn't expanded earlier on this page, expand to "Model Context Protocol (MCP) Server" or link to its doc/glossary.

Run this corrected repo-wide sweep (fixes previous rg flags):

#!/bin/bash
set -euo pipefail

echo "1) Find any remaining references to 'AI agent' (case-insensitive)…"
rg -n -i -S -uu --hidden --glob '!node_modules/**' --glob '!build/**' --glob '!dist/**' -e 'AI agents' -e 'AI-agent' -e 'AI agent' || echo "None found."

echo -e "\n2) Check occurrences of the new term for consistency…"
rg -n -i -S -uu --hidden --glob '!node_modules/**' --glob '!build/**' --glob '!dist/**' -e '\bRedpanda Cloud MCP Server\b' -e '\bMCP Server\b' -e 'Model Context Protocol' || echo "None found."

echo -e "\n3) Show surrounding context for MCP on the cloud overview page…"
rg -n -C3 -i 'MCP' modules/get-started/pages/cloud-overview.adoc || true

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