Code To Learn logo

Code To Learn

HTML FundamentalsM4 · Data Presentation & Credibility

Module 4 Validation

Audit data accuracy, accessibility, and documentation before moving to Module 5.

Module 4 Validation

Learning Objectives

By the end of this lesson, you will:

  • Confirm metrics, testimonials, and milestones are accurate and approved.
  • Validate accessibility and responsive behavior across devices.
  • Update documentation and retro notes for ongoing governance.

Why It Matters

Data credibility erodes quickly if numbers are wrong or contexts missing. A rigorous validation step protects trust before you move into Module 5's advanced polish.


Validation Workflow

1. Data Accuracy

  • Reconcile metrics against docs/data-sources.md; confirm latest values.
  • Verify testimonial consent dates in docs/testimonial-consent.md.
  • Check timeline entries against notes/module-4-plan.md and retro logs.

2. Accessibility Audits

  • Run Lighthouse Accessibility (target ≥ 95).
  • Use axe DevTools to inspect table headers, timeline order, and testimonial structure.
  • Navigate section with keyboard and screen reader, ensuring logical focus order and announcements.

3. Responsive & Performance

  • Test on desktop (Chrome, Firefox, Safari) and mobile (iOS Safari, Android Chrome).
  • Throttle network to Fast 3G to observe lazy loading or heavy assets.
  • Record Largest Contentful Paint (LCP) impact in docs/validation-log.md.

4. Documentation

  • Update docs/layout.shared.md and docs/state-architecture.md with final implementation notes.
  • Capture Module 4 retro insights in notes/module-4-retro.md (create if needed).

✅ Best Practices

1. Cross-Check Copy and Data

Why: Minor typos can undermine trust.

Pair with Avery to confirm the story matches the data.

2. Set Review Reminders

Why: Data stales quickly.

Document next review dates in docs/data-sources.md under refresh_cadence.


❌ Common Mistakes

1. Ignoring Fallback Copy

Problem: Optional sections collapse awkwardly if data removed.

Fix: Test with testimonials or metrics temporarily removed.

2. Skipping Device Testing

Problem: Tables overflow or timeline becomes unreadable.

Fix: Test on small screens and ensure horizontal scroll has focus styles.


🔍 Portfolio Pulse Audit Scenario

  1. Execute accessibility, performance, and data checks outlined above.
  2. Annotate screenshots of Lighthouse results for future reference.
  3. Record outstanding actions or missing approvals in the retro log.
  4. Open tickets for work that must carry into Module 5.

Expected Result

You have confidence that the credibility section is accurate, accessible, and documented, clearing the path for Module 5's production polish.


✅ Validation Checklist

Data Integrity

  • Metrics match source docs and include refresh dates.
  • Testimonials have valid consent records.

Accessibility & Performance

  • Table headers, timeline, and testimonials pass automated checks.
  • LCP impact measured and within acceptable range.

Documentation & Retro

  • Layout, state, and data docs updated.
  • Retro notes capture wins, risks, and follow-ups.

Next Steps

  • Review retro findings to prioritize Module 5 tasks focused on advanced HTML5 features and production polish.