Web Development articles
Automated Accessibility Testing With axe and Lighthouse
Combine axe state-based checks with Lighthouse page audits, triage actionable findings, and add manual verification without mistaking a clean report for WCAG conformance.
Accessible Tabs: Build a Keyboard-Friendly Tabs Component
Implement accessible tabs with correct roles, roving tabindex, manual activation, and panel relationships, then test keyboard behavior and progressive enhancement.
A Production Deployment Checklist for Small Web Teams
Plan release coordination with concrete configuration, failure tests, narrowly scoped permissions, measurable rollout gates, and a recovery procedure your team can rehearse.
Background Jobs and Queues for Reliable Web Apps
Move slow work out of API requests with durable queues, idempotent workers, bounded retries, and observable job status without losing tasks or duplicating effects.
How to Prevent SQL Injection With Parameterized Queries
Keep SQL structure separate from untrusted values, handle dynamic sorting and search safely, and test database access paths without relying on escaping or ORM assumptions.
Vue vs React: How to Choose for a New Project
Compare Vue 3 and React through state models, team workflows, full-stack options, and a practical prototype exercise that turns framework preferences into a defensible project decision.
React Page Transitions With Motion (Framer Motion)
Add React route transitions with Motion using stable presence boundaries, deliberate route keys, reduced-motion variants, and explicit focus, scroll, and loading policies.
AI Content Moderation for User Posts With Classifiers
Design content moderation around explicit policies, calibrated classifier thresholds and human review, with safeguards for context, appeals and changing abuse patterns.
AI Code Review Checklist for Pull Requests
Review AI-assisted pull requests against behaviour, trust boundaries, tests, and operational risk, with a practical checklist that keeps plausible code from bypassing scrutiny.