Update labor hub content for forecast changes

[cemreinanc]

Summary by CodeRabbit

• Bug Fixes

  • Enhanced security attributes on external links.

• Documentation

  • Updated labor market forecasts and employment growth narratives for various sectors.
  • Added new news entry regarding recent industry layoffs.

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ℹ️ Review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 59c66ede-3225-462f-be05-46814e853c58

📥 Commits

Reviewing files that changed from the base of the PR and between a0185de and 51fe43a.

📒 Files selected for processing (2)

• front_end/src/app/(main)/labor-hub/page.tsx
• front_end/src/app/(main)/labor-hub/sections/hero.tsx

📝 Walkthrough

Walkthrough

This PR updates labor-hub content across four files, including security improvements for external links and revisions to 2035 labor market forecasts. Changes modify sector impact narratives (teachers to restaurant workers, added law enforcement), refine AI factor descriptions, and add a 2026 Meta/Microsoft layoff news entry.

Changes

Cohort / File(s)	Summary
Security and Data Updates front_end/src/app/(main)/labor-hub/activity_data.tsx	Updated external link rel attributes from "noreferrer" to "noreferrer noopener" for all anchor tags with target="_blank", and added new 2026-04-24 Meta/Microsoft layoffs news entry.
Labor Market Narrative and Forecast Revisions front_end/src/app/(main)/labor-hub/jobs_insights.tsx, front_end/src/app/(main)/labor-hub/page.tsx, front_end/src/app/(main)/labor-hub/sections/research.tsx	Updated 2035 labor market forecasts and research narratives: replaced teachers/janitors references with restaurant workers and law enforcement, enhanced AI impact descriptions to include education curricula alongside robotics and image generation, revised sector forecasts (healthcare stable, technology and aerospace consolidated), and reworded teacher employment outlook from growth to mild decline.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related PRs

• labor hub page updates #4645: Overlapping content updates to labor-hub pages (page.tsx and sections/research.tsx), with coordinated narrative revisions to sector forecasts and research comparisons.

Suggested reviewers

• ncarazon

Poem

🐰 With whiskers twitching, I've reviewed with care,
Security tightened, no opener flare!
Teachers and janitors fade away,
Restaurant workers and law take the day—
AI's impact grows clearer still,
2035 forecasts bending with will! ✨

🚥 Pre-merge checks | ✅ 4

✅ Passed checks (4 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title accurately summarizes the main purpose of the pull request: updating labor hub content to reflect forecast changes across multiple files.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

_{✏️ Tip: You can configure your own custom pre-merge checks in the settings.}

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch fix/labor-hub-v6

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[coderabbitai]

Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@front_end/src/app/`(main)/labor-hub/page.tsx:
- Around line 730-733: The state paragraph in page.tsx currently
duplicates/conflicts the employment percentages ("technology (employing 10%) and
aerospace (employing 10% and 2% respectively)"); update that sentence so each
sector has a single, consistent percentage (for example: "technology (10%) and
aerospace (2%)") and remove the redundant "employing" phrasing to produce a
clear line such as "Technology (10%) and aerospace (2%) are expected to see
minor growth..." within the same paragraph.

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

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

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ℹ️ Review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: bccff061-4eae-48c1-96ab-a1ec96655c42

📥 Commits

Reviewing files that changed from the base of the PR and between 3932d91 and a0185de.

📒 Files selected for processing (4)

• front_end/src/app/(main)/labor-hub/activity_data.tsx
• front_end/src/app/(main)/labor-hub/jobs_insights.tsx
• front_end/src/app/(main)/labor-hub/page.tsx
• front_end/src/app/(main)/labor-hub/sections/research.tsx

[github-actions]

Cleanup: Preview Environment Removed

The preview environment for this PR has been destroyed.

Resource	Status
🌐 Preview App	Deleted
🗄️ PostgreSQL Branch	Deleted
⚡ Redis Database	Deleted
🔧 GitHub Deployments	Removed
📦 Docker Image	Retained (auto-cleanup via GHCR policies)

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Cleanup triggered by PR close at 2026-04-28T07:11:59Z